Publications

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Journal articles (65) · Conference papers (144) · Book chapters (14)

Journal articles

2026

S. Memon, A. Krayani, P. Zontone, L. Marcenaro, D. Martín Gómez, and C. Regazzoni, “Integrated Sensing and Communication for Blockage Detection in V2X Networks,” IEEE Open Journal of the Communications Society, vol. 7, pp. 559–582, 2026, doi: 10.1109/ojcoms.2026.3652319.

@article{memon2026integrated,
  author    = {Memon, S. and Krayani, A. and Zontone, P. and Marcenaro, L. and Martín Gómez, D. and Regazzoni, C.},
  title     = {Integrated Sensing and Communication for Blockage Detection in V2X Networks},
  journal   = {IEEE Open Journal of the Communications Society},
  volume    = {7},
  pages     = {559--582},
  year      = {2026},
  doi       = {10.1109/ojcoms.2026.3652319}
}

A. Krayani, F. Obite, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “A Semantic-Aware Resource Allocation for Emerging AAV-NOMA Networks Empowered by Bayesian Active Inference,” IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 5014–5031, 2026, doi: 10.1109/tccn.2025.3637049.

@article{krayani2026semantic,
  author    = {Krayani, A. and Obite, F. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {A Semantic-Aware Resource Allocation for Emerging AAV-NOMA Networks Empowered by Bayesian Active Inference},
  journal   = {IEEE Transactions on Cognitive Communications and Networking},
  volume    = {12},
  pages     = {5014--5031},
  year      = {2026},
  doi       = {10.1109/tccn.2025.3637049}
}

2025

G. Slavic, P. Zontone, L. Marcenaro, D. M. Gómez, and C. Regazzoni, “Vehicle localization in an explainable dynamic Bayesian network framework for self-aware agents,” Information Fusion, vol. 122, Art. no. 103136, Oct. 2025, doi: 10.1016/j.inffus.2025.103136.

@article{slavic2025vehicle,
  author    = {Slavic, G. and Zontone, P. and Marcenaro, L. and Gómez, D. M. and Regazzoni, C.},
  title     = {Vehicle localization in an explainable dynamic Bayesian network framework for self-aware agents},
  journal   = {Information Fusion},
  volume    = {122},
  eid       = {103136},
  month     = oct,
  year      = {2025},
  doi       = {10.1016/j.inffus.2025.103136}
}

F. Obite, A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “Exploring Active Inference for Efficient Resource Allocation in AAV-Enabled Cognitive NOMA Uplink,” IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 4, pp. 2632–2647, Aug. 2025, doi: 10.1109/tccn.2024.3510577.

@article{obite2025exploring,
  author    = {Obite, F. and Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {Exploring Active Inference for Efficient Resource Allocation in AAV-Enabled Cognitive NOMA Uplink},
  journal   = {IEEE Transactions on Cognitive Communications and Networking},
  volume    = {11},
  number    = {4},
  pages     = {2632--2647},
  month     = aug,
  year      = {2025},
  doi       = {10.1109/tccn.2024.3510577}
}

K. Arshid, A. Krayani, L. Marcenaro, D. M. Gómez, and C. Regazzoni, “UAV Swarm Trajectory Design for Wireless Networks Using Genetic Algorithm-Driven Repulsion Forces,” IEEE Access, vol. 13, pp. 155657–155674, 2025, doi: 10.1109/access.2025.3606121.

@article{arshid2025uav,
  author    = {Arshid, K. and Krayani, A. and Marcenaro, L. and Gómez, D. M. and Regazzoni, C.},
  title     = {UAV Swarm Trajectory Design for Wireless Networks Using Genetic Algorithm-Driven Repulsion Forces},
  journal   = {IEEE Access},
  volume    = {13},
  pages     = {155657--155674},
  year      = {2025},
  doi       = {10.1109/access.2025.3606121}
}

K. Arshid, A. Krayani, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Toward Autonomous UAV Swarm Navigation: A Review of Trajectory Design Paradigms,” Sensors, vol. 25, no. 18, Art. no. 5877, Sep. 2025, doi: 10.3390/s25185877.

@article{arshid2025autonomous,
  author    = {Arshid, K. and Krayani, A. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Toward Autonomous UAV Swarm Navigation: A Review of Trajectory Design Paradigms},
  journal   = {Sensors},
  volume    = {25},
  number    = {18},
  eid       = {5877},
  month     = sep,
  year      = {2025},
  doi       = {10.3390/s25185877}
}

A. S. Alemaw, G. Slavic, P. Zontone, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Modeling Interactions Between Autonomous Agents in a Multi-Agent Self-Awareness Architecture,” IEEE Transactions on Multimedia, vol. 27, pp. 5035–5049, 2025, doi: 10.1109/tmm.2025.3543110.

@article{alemaw2025modeling,
  author    = {Alemaw, A. S. and Slavic, G. and Zontone, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Modeling Interactions Between Autonomous Agents in a Multi-Agent Self-Awareness Architecture},
  journal   = {IEEE Transactions on Multimedia},
  volume    = {27},
  pages     = {5035--5049},
  year      = {2025},
  doi       = {10.1109/tmm.2025.3543110}
}

M. Adnan, P. Zontone, D. Martín Gómez, L. Marcenaro, and C. Regazzoni, “A Generative Model Approach for LiDAR-Based Classification and Ego Vehicle Localization Using Dynamic Bayesian Networks,” Applied Sciences, vol. 15, no. 9, Art. no. 5181, May 2025, doi: 10.3390/app15095181.

@article{adnan2025generative,
  author    = {Adnan, M. and Zontone, P. and Martín Gómez, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {A Generative Model Approach for LiDAR-Based Classification and Ego Vehicle Localization Using Dynamic Bayesian Networks},
  journal   = {Applied Sciences},
  volume    = {15},
  number    = {9},
  eid       = {5181},
  month     = may,
  year      = {2025},
  doi       = {10.3390/app15095181}
}

2024

S. Nozari, A. Krayani, P. Marin, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Modeling Autonomous Vehicle Responses to Novel Observations Using Hierarchical Cognitive Representations Inspired Active Inference,” Computers, vol. 13, no. 7, Art. no. 161, Jun. 2024, doi: 10.3390/computers13070161.

@article{nozari2024modeling,
  author    = {Nozari, S. and Krayani, A. and Marin, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Modeling Autonomous Vehicle Responses to Novel Observations Using Hierarchical Cognitive Representations Inspired Active Inference},
  journal   = {Computers},
  volume    = {13},
  number    = {7},
  eid       = {161},
  month     = jun,
  year      = {2024},
  doi       = {10.3390/computers13070161}
}

S. Nozari, A. Krayani, P. Marin, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Exploring action-oriented models via active inference for autonomous vehicles,” EURASIP Journal on Advances in Signal Processing, vol. 2024, no. 1, Art. no. 92, Oct. 2024, doi: 10.1186/s13634-024-01173-9.

@article{nozari2024exploring,
  author    = {Nozari, S. and Krayani, A. and Marin, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Exploring action-oriented models via active inference for autonomous vehicles},
  journal   = {EURASIP Journal on Advances in Signal Processing},
  volume    = {2024},
  number    = {1},
  eid       = {92},
  month     = oct,
  year      = {2024},
  doi       = {10.1186/s13634-024-01173-9}
}

2023

G. Slavic, A. S. Alemaw, L. Marcenaro, D. Martin Gomez, and C. Regazzoni, “A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection,” IEEE Transactions on Image Processing, vol. 32, pp. 415–429, 2023, doi: 10.1109/tip.2022.3229620.

@article{slavic2023kalman,
  author    = {Slavic, G. and Alemaw, A. S. and Marcenaro, L. and Martin Gomez, D. and Regazzoni, C.},
  title     = {A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection},
  journal   = {IEEE Transactions on Image Processing},
  volume    = {32},
  pages     = {415--429},
  year      = {2023},
  doi       = {10.1109/tip.2022.3229620}
}

D. Salvi, C. Borrelli, P. Bestagini, F. Antonacci, M. Stamm, L. Marcenaro, and A. Majumdar, “Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 40, no. 6, pp. 92–98, Sep. 2023, doi: 10.1109/msp.2023.3268823.

@article{salvi2023synthetic,
  author    = {Salvi, D. and Borrelli, C. and Bestagini, P. and Antonacci, F. and Stamm, M. and Marcenaro, L. and Majumdar, A.},
  title     = {Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {40},
  number    = {6},
  pages     = {92--98},
  month     = sep,
  year      = {2023},
  doi       = {10.1109/msp.2023.3268823}
}

A. Krayani, K. Khan, L. Marcenaro, M. Marchese, and C. Regazzoni, “A Goal-Directed Trajectory Planning Using Active Inference in UAV-Assisted Wireless Networks,” Sensors, vol. 23, no. 15, Art. no. 6873, Aug. 2023, doi: 10.3390/s23156873.

@article{krayani2023goal,
  author    = {Krayani, A. and Khan, K. and Marcenaro, L. and Marchese, M. and Regazzoni, C.},
  title     = {A Goal-Directed Trajectory Planning Using Active Inference in UAV-Assisted Wireless Networks},
  journal   = {Sensors},
  volume    = {23},
  number    = {15},
  eid       = {6873},
  month     = aug,
  year      = {2023},
  doi       = {10.3390/s23156873}
}

M. Adnan, G. Slavic, D. Martin Gomez, L. Marcenaro, and C. Regazzoni, “Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications,” Sensors, vol. 23, no. 13, Art. no. 6119, Jul. 2023, doi: 10.3390/s23136119.

@article{adnan2023systematic,
  author    = {Adnan, M. and Slavic, G. and Martin Gomez, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications},
  journal   = {Sensors},
  volume    = {23},
  number    = {13},
  eid       = {6119},
  month     = jul,
  year      = {2023},
  doi       = {10.3390/s23136119}
}

2022

L. A. Thomaz, S. M. M. Faria, L. M. N. Tavora, and L. Marcenaro, “Automatic Medical Image Diagnosis: Highlights from the 2021 IEEE 5-Minute Video Clip Contest [SP Competitions],” IEEE Signal Processing Magazine, vol. 39, no. 3, pp. 130–134, May 2022, doi: 10.1109/msp.2022.3145348.

@article{thomaz2022automatic,
  author    = {Thomaz, L. A. and Faria, S. M. M. and Tavora, L. M. N. and Marcenaro, L.},
  title     = {Automatic Medical Image Diagnosis: Highlights from the 2021 IEEE 5-Minute Video Clip Contest [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {39},
  number    = {3},
  pages     = {130--134},
  month     = may,
  year      = {2022},
  doi       = {10.1109/msp.2022.3145348}
}

D. Thekke Kanapram, L. Marcenaro, D. Martin Gomez, and C. Regazzoni, “Graph-Powered Interpretable Machine Learning Models for Abnormality Detection in Ego-Things Network,” Sensors, vol. 22, no. 6, Art. no. 2260, Mar. 2022, doi: 10.3390/s22062260.

@article{thekkekanapram2022graph,
  author    = {Thekke Kanapram, D. and Marcenaro, L. and Martin Gomez, D. and Regazzoni, C.},
  title     = {Graph-Powered Interpretable Machine Learning Models for Abnormality Detection in Ego-Things Network},
  journal   = {Sensors},
  volume    = {22},
  number    = {6},
  eid       = {2260},
  month     = mar,
  year      = {2022},
  doi       = {10.3390/s22062260}
}

G. Slavic, M. Baydoun, D. Campo, L. Marcenaro, and C. Regazzoni, “Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents,” IEEE Transactions on Multimedia, vol. 24, pp. 1399–1414, 2022, doi: 10.1109/tmm.2021.3065232.

@article{slavic2022multilevel,
  author    = {Slavic, G. and Baydoun, M. and Campo, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents},
  journal   = {IEEE Transactions on Multimedia},
  volume    = {24},
  pages     = {1399--1414},
  year      = {2022},
  doi       = {10.1109/tmm.2021.3065232}
}

S. Nozari, A. Krayani, P. Marin-Plaza, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Active Inference Integrated With Imitation Learning for Autonomous Driving,” IEEE Access, vol. 10, pp. 49738–49756, 2022, doi: 10.1109/access.2022.3172712.

@article{nozari2022active,
  author    = {Nozari, S. and Krayani, A. and Marin-Plaza, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Active Inference Integrated With Imitation Learning for Autonomous Driving},
  journal   = {IEEE Access},
  volume    = {10},
  pages     = {49738--49756},
  year      = {2022},
  doi       = {10.1109/access.2022.3172712}
}

S. Liu, X. Huang, L. Marcenaro, and S. Ostadabbas, “Privacy-Preserving in-Bed Human Pose Estimation: Highlights from the IEEE Video and Image Processing Cup 2021 Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 39, no. 3, pp. 121–129, May 2022, doi: 10.1109/msp.2021.3139587.

@article{liu2022privacy,
  author    = {Liu, S. and Huang, X. and Marcenaro, L. and Ostadabbas, S.},
  title     = {Privacy-Preserving in-Bed Human Pose Estimation: Highlights from the IEEE Video and Image Processing Cup 2021 Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {39},
  number    = {3},
  pages     = {121--129},
  month     = may,
  year      = {2022},
  doi       = {10.1109/msp.2021.3139587}
}

A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “A Novel Resource Allocation for Anti-Jamming in Cognitive-UAVs: An Active Inference Approach,” IEEE Communications Letters, vol. 26, no. 10, pp. 2272–2276, Oct. 2022, doi: 10.1109/lcomm.2022.3190971.

@article{krayani2022novel,
  author    = {Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {A Novel Resource Allocation for Anti-Jamming in Cognitive-UAVs: An Active Inference Approach},
  journal   = {IEEE Communications Letters},
  volume    = {26},
  number    = {10},
  pages     = {2272--2276},
  month     = oct,
  year      = {2022},
  doi       = {10.1109/lcomm.2022.3190971}
}

A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “An Emergent Self-Awareness Module for Physical Layer Security in Cognitive UAV Radios,” IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 888–906, Jun. 2022, doi: 10.1109/tccn.2022.3161937.

@article{krayani2022emergent,
  author    = {Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {An Emergent Self-Awareness Module for Physical Layer Security in Cognitive UAV Radios},
  journal   = {IEEE Transactions on Cognitive Communications and Networking},
  volume    = {8},
  number    = {2},
  pages     = {888--906},
  month     = jun,
  year      = {2022},
  doi       = {10.1109/tccn.2022.3161937}
}

A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “Automatic Jamming Signal Classification in Cognitive UAV Radios,” IEEE Transactions on Vehicular Technology, vol. 71, no. 12, pp. 12972–12988, Dec. 2022, doi: 10.1109/tvt.2022.3199038.

@article{krayani2022automatic,
  author    = {Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {Automatic Jamming Signal Classification in Cognitive UAV Radios},
  journal   = {IEEE Transactions on Vehicular Technology},
  volume    = {71},
  number    = {12},
  pages     = {12972--12988},
  month     = dec,
  year      = {2022},
  doi       = {10.1109/tvt.2022.3199038}
}

H. Iqbal, D. Campo, P. Marin-Plaza, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 14608–14619, Sep. 2022, doi: 10.1109/tits.2021.3130974.

@article{iqbal2022modeling,
  author    = {Iqbal, H. and Campo, D. and Marin-Plaza, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR},
  journal   = {IEEE Transactions on Intelligent Transportation Systems},
  volume    = {23},
  number    = {9},
  pages     = {14608--14619},
  month     = sep,
  year      = {2022},
  doi       = {10.1109/tits.2021.3130974}
}

E. Bjornson and L. Marcenaro, “Configuring an Intelligent Reflecting Surface for Wireless Communications: Highlights from the 2021 IEEE Signal Processing Cup student competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 39, no. 1, pp. 126–131, Jan. 2022, doi: 10.1109/msp.2021.3123593.

@article{bjornson2022configuring,
  author    = {Bjornson, E. and Marcenaro, L.},
  title     = {Configuring an Intelligent Reflecting Surface for Wireless Communications: Highlights from the 2021 IEEE Signal Processing Cup student competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {39},
  number    = {1},
  pages     = {126--131},
  month     = jan,
  year      = {2022},
  doi       = {10.1109/msp.2021.3123593}
}

2021

T. Routtenberg, A. Carini, E. Chouzenoux, P. Pal, J. C. M. Bermudez, and L. Marcenaro, “Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions],” IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 138–143, Mar. 2021, doi: 10.1109/msp.2020.3046230.

@article{routtenberg2021fight,
  author    = {Routtenberg, T. and Carini, A. and Chouzenoux, E. and Pal, P. and Bermudez, J. C. M. and Marcenaro, L.},
  title     = {Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {38},
  number    = {2},
  pages     = {138--143},
  month     = mar,
  year      = {2021},
  doi       = {10.1109/msp.2020.3046230}
}

M. Ravanbakhsh, M. Baydoun, D. Campo, P. Marin, D. Martin, L. Marcenaro, and C. Regazzoni, “Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models,” IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 6, pp. 3372–3386, Jun. 2021, doi: 10.1109/tits.2020.2984735.

@article{ravanbakhsh2021learning,
  author    = {Ravanbakhsh, M. and Baydoun, M. and Campo, D. and Marin, P. and Martin, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models},
  journal   = {IEEE Transactions on Intelligent Transportation Systems},
  volume    = {22},
  number    = {6},
  pages     = {3372--3386},
  month     = jun,
  year      = {2021},
  doi       = {10.1109/tits.2020.2984735}
}

D. T. Kanapram, M. Marchese, E. L. Bodanese, D. M. Gomez, L. Marcenaro, and C. Regazzoni, “Dynamic Bayesian Collective Awareness Models for a Network of Ego-Things,” IEEE Internet of Things Journal, vol. 8, no. 5, pp. 3224–3241, Mar. 2021, doi: 10.1109/jiot.2020.3043199.

@article{kanapram2021dynamic,
  author    = {Kanapram, D. T. and Marchese, M. and Bodanese, E. L. and Gomez, D. M. and Marcenaro, L. and Regazzoni, C.},
  title     = {Dynamic Bayesian Collective Awareness Models for a Network of Ego-Things},
  journal   = {IEEE Internet of Things Journal},
  volume    = {8},
  number    = {5},
  pages     = {3224--3241},
  month     = mar,
  year      = {2021},
  doi       = {10.1109/jiot.2020.3043199}
}

H. Iqbal, D. Campo, L. Marcenaro, D. Martin Gomez, and C. Regazzoni, “Data-driven transition matrix estimation in probabilistic learning models for autonomous driving,” Signal Processing, vol. 188, Art. no. 108170, Nov. 2021, doi: 10.1016/j.sigpro.2021.108170.

@article{iqbal2021data,
  author    = {Iqbal, H. and Campo, D. and Marcenaro, L. and Martin Gomez, D. and Regazzoni, C.},
  title     = {Data-driven transition matrix estimation in probabilistic learning models for autonomous driving},
  journal   = {Signal Processing},
  volume    = {188},
  eid       = {108170},
  month     = nov,
  year      = {2021},
  doi       = {10.1016/j.sigpro.2021.108170}
}

2020

A. Toma, A. Krayani, M. Farrukh, H. Qi, L. Marcenaro, Y. Gao, and C. S. Regazzoni, “AI-Based Abnormality Detection at the PHY-Layer of Cognitive Radio by Learning Generative Models,” IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 1, pp. 21–34, Mar. 2020, doi: 10.1109/tccn.2020.2970693.

@article{toma2020ai,
  author    = {Toma, A. and Krayani, A. and Farrukh, M. and Qi, H. and Marcenaro, L. and Gao, Y. and Regazzoni, C. S.},
  title     = {AI-Based Abnormality Detection at the PHY-Layer of Cognitive Radio by Learning Generative Models},
  journal   = {IEEE Transactions on Cognitive Communications and Networking},
  volume    = {6},
  number    = {1},
  pages     = {21--34},
  month     = mar,
  year      = {2020},
  doi       = {10.1109/tccn.2020.2970693}
}

D. Thekke Kanapram, F. Patrone, P. Marin-Plaza, M. Marchese, E. L. Bodanese, L. Marcenaro, D. Martin Gomez, and C. Regazzoni, “Collective Awareness for Abnormality Detection in Connected Autonomous Vehicles,” IEEE Internet of Things Journal, vol. 7, no. 5, pp. 3774–3789, May 2020, doi: 10.1109/jiot.2020.2974680.

@article{thekkekanapram2020collective,
  author    = {Thekke Kanapram, D. and Patrone, F. and Marin-Plaza, P. and Marchese, M. and Bodanese, E. L. and Marcenaro, L. and Martin Gomez, D. and Regazzoni, C.},
  title     = {Collective Awareness for Abnormality Detection in Connected Autonomous Vehicles},
  journal   = {IEEE Internet of Things Journal},
  volume    = {7},
  number    = {5},
  pages     = {3774--3789},
  month     = may,
  year      = {2020},
  doi       = {10.1109/jiot.2020.2974680}
}

G. A. Tadesse, O. Bent, L. Marcenaro, K. Weldemariam, and A. Cavallaro, “Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 37, no. 3, pp. 168–172, May 2020, doi: 10.1109/msp.2020.2976158.

@article{tadesse2020privacy,
  author    = {Tadesse, G. A. and Bent, O. and Marcenaro, L. and Weldemariam, K. and Cavallaro, A.},
  title     = {Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {37},
  number    = {3},
  pages     = {168--172},
  month     = may,
  year      = {2020},
  doi       = {10.1109/msp.2020.2976158}
}

C. S. Regazzoni, L. Marcenaro, D. Campo, and B. Rinner, “Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems,” Proceedings of the IEEE, vol. 108, no. 7, pp. 987–1010, Jul. 2020, doi: 10.1109/jproc.2020.2986602.

@article{regazzoni2020multisensorial,
  author    = {Regazzoni, C. S. and Marcenaro, L. and Campo, D. and Rinner, B.},
  title     = {Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems},
  journal   = {Proceedings of the IEEE},
  volume    = {108},
  number    = {7},
  pages     = {987--1010},
  month     = jul,
  year      = {2020},
  doi       = {10.1109/jproc.2020.2986602}
}

W. Liu, M. R. Anbiyaei, X. Jiang, L. Zhang, and L. Marcenaro, “Let There Be a Beam: Highlights From the 2020 IEEE Five-Minute Video Clip Contest [SP Competitions],” IEEE Signal Processing Magazine, vol. 37, no. 5, pp. 157–162, Sep. 2020, doi: 10.1109/msp.2020.3002485.

@article{liu2020let,
  author    = {Liu, W. and Anbiyaei, M. R. and Jiang, X. and Zhang, L. and Marcenaro, L.},
  title     = {Let There Be a Beam: Highlights From the 2020 IEEE Five-Minute Video Clip Contest [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {37},
  number    = {5},
  pages     = {157--162},
  month     = sep,
  year      = {2020},
  doi       = {10.1109/msp.2020.3002485}
}

D. T. Kanapram, P. Marin-Plaza, L. Marcenaro, D. Martin, A. de la Escalera, and C. Regazzoni, “Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection,” Robotics and Autonomous Systems, vol. 134, Art. no. 103652, Dec. 2020, doi: 10.1016/j.robot.2020.103652.

@article{kanapram2020self,
  author    = {Kanapram, D. T. and Marin-Plaza, P. and Marcenaro, L. and Martin, D. and de la Escalera, A. and Regazzoni, C.},
  title     = {Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection},
  journal   = {Robotics and Autonomous Systems},
  volume    = {134},
  eid       = {103652},
  month     = dec,
  year      = {2020},
  doi       = {10.1016/j.robot.2020.103652}
}

D. Campo, D. Martin, and L. Marcenaro, “Unsupervised Anomaly Detection Using Intelligent and Heterogeneous Autonomous Systems: Highlights From the 2020 IEEE Signal Processing Cup Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 37, no. 5, pp. 152–157, Sep. 2020, doi: 10.1109/msp.2020.3002482.

@article{campo2020unsupervised,
  author    = {Campo, D. and Martin, D. and Marcenaro, L.},
  title     = {Unsupervised Anomaly Detection Using Intelligent and Heterogeneous Autonomous Systems: Highlights From the 2020 IEEE Signal Processing Cup Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {37},
  number    = {5},
  pages     = {152--157},
  month     = sep,
  year      = {2020},
  doi       = {10.1109/msp.2020.3002482}
}

D. Campo, M. Baydoun, P. Marin, D. Martin, L. Marcenaro, A. de la Escalera, and C. Regazzoni, “Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 3, pp. 1308–1320, Mar. 2020, doi: 10.1109/tits.2019.2909980.

@article{campo2020learning,
  author    = {Campo, D. and Baydoun, M. and Marin, P. and Martin, D. and Marcenaro, L. and de la Escalera, A. and Regazzoni, C.},
  title     = {Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions},
  journal   = {IEEE Transactions on Intelligent Transportation Systems},
  volume    = {21},
  number    = {3},
  pages     = {1308--1320},
  month     = mar,
  year      = {2020},
  doi       = {10.1109/tits.2019.2909980}
}

2019

S. Ullah, L. Marcenaro, and B. Rinner, “Secure Smart Cameras by Aggregate-Signcryption with Decryption Fairness for Multi-Receiver IoT Applications,” Sensors, vol. 19, no. 2, Art. no. 327, Jan. 2019, doi: 10.3390/s19020327.

@article{ullah2019secure,
  author    = {Ullah, S. and Marcenaro, L. and Rinner, B.},
  title     = {Secure Smart Cameras by Aggregate-Signcryption with Decryption Fairness for Multi-Receiver IoT Applications},
  journal   = {Sensors},
  volume    = {19},
  number    = {2},
  eid       = {327},
  month     = jan,
  year      = {2019},
  doi       = {10.3390/s19020327}
}

A. Toma, T. Nawaz, Y. Gao, L. Marcenaro, and C. S. Regazzoni, “Interference mitigation in wideband radios using spectrum correlation and neural network,” IET Communications, vol. 13, no. 10, pp. 1336–1347, Jun. 2019, doi: 10.1049/iet-com.2018.5720.

@article{toma2019interference,
  author    = {Toma, A. and Nawaz, T. and Gao, Y. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Interference mitigation in wideband radios using spectrum correlation and neural network},
  journal   = {IET Communications},
  volume    = {13},
  number    = {10},
  pages     = {1336--1347},
  month     = jun,
  year      = {2019},
  doi       = {10.1049/iet-com.2018.5720}
}

J. Hu, R. H. Liang, C. S. Shih, A. Catala, L. Marcenaro, and H. Osawa, “Guest Editorial: Social and Human Aspects of Cyber‐Physical Systems,” IET Cyber-Physical Systems: Theory & Applications, vol. 4, no. 3, pp. 187–188, Sep. 2019, doi: 10.1049/iet-cps.2019.0061.

@article{hu2019guest,
  author    = {Hu, J. and Liang, R. H. and Shih, C. S. and Catala, A. and Marcenaro, L. and Osawa, H.},
  title     = {Guest Editorial: Social and Human Aspects of Cyber‐Physical Systems},
  journal   = {IET Cyber-Physical Systems: Theory & Applications},
  volume    = {4},
  number    = {3},
  pages     = {187--188},
  month     = sep,
  year      = {2019},
  doi       = {10.1049/iet-cps.2019.0061}
}

A. Deleforge, D. Di Carlo, M. Strauss, R. Serizel, and L. Marcenaro, “Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 36, no. 5, pp. 138–144, Sep. 2019, doi: 10.1109/msp.2019.2924687.

@article{deleforge2019audio,
  author    = {Deleforge, A. and Di Carlo, D. and Strauss, M. and Serizel, R. and Marcenaro, L.},
  title     = {Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {36},
  number    = {5},
  pages     = {138--144},
  month     = sep,
  year      = {2019},
  doi       = {10.1109/msp.2019.2924687}
}

2018

M. Stamm, P. Bestagini, L. Marcenaro, and P. Campisi, “Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions],” IEEE Signal Processing Magazine, vol. 35, no. 5, pp. 168–174, Sep. 2018, doi: 10.1109/msp.2018.2847326.

@article{stamm2018forensic,
  author    = {Stamm, M. and Bestagini, P. and Marcenaro, L. and Campisi, P.},
  title     = {Forensic Camera Model Identification: Highlights from the IEEE Signal Processing Cup 2018 Student Competition [SP Competitions]},
  journal   = {IEEE Signal Processing Magazine},
  volume    = {35},
  number    = {5},
  pages     = {168--174},
  month     = sep,
  year      = {2018},
  doi       = {10.1109/msp.2018.2847326}
}

2017

T. Nawaz, L. Marcenaro, and C. S. Regazzoni, “Cyclostationary-based jammer detection for wideband radios using compressed sensing and artificial neural network,” International Journal of Distributed Sensor Networks, vol. 13, no. 12, Art. no. 155014771774890, Dec. 2017, doi: 10.1177/1550147717748900.

@article{nawaz2017cyclostationary,
  author    = {Nawaz, T. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Cyclostationary-based jammer detection for wideband radios using compressed sensing and artificial neural network},
  journal   = {International Journal of Distributed Sensor Networks},
  volume    = {13},
  number    = {12},
  eid       = {155014771774890},
  month     = dec,
  year      = {2017},
  doi       = {10.1177/1550147717748900}
}

M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Energy Detection in Multi-user Relay Networks,” Wireless Personal Communications, vol. 97, no. 3, pp. 3891–3900, Dec. 2017, doi: 10.1007/s11277-017-4705-2.

@article{mughal2017energy,
  author    = {Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Energy Detection in Multi-user Relay Networks},
  journal   = {Wireless Personal Communications},
  volume    = {97},
  number    = {3},
  pages     = {3891--3900},
  month     = dec,
  year      = {2017},
  doi       = {10.1007/s11277-017-4705-2}
}

V. Lim, M. Funk, L. Marcenaro, C. Regazzoni, and M. Rauterberg, “Designing for action: An evaluation of Social Recipes in reducing food waste,” International Journal of Human-Computer Studies, vol. 100, pp. 18–32, Apr. 2017, doi: 10.1016/j.ijhcs.2016.12.005.

@article{lim2017designing,
  author    = {Lim, V. and Funk, M. and Marcenaro, L. and Regazzoni, C. and Rauterberg, M.},
  title     = {Designing for action: An evaluation of Social Recipes in reducing food waste},
  journal   = {International Journal of Human-Computer Studies},
  volume    = {100},
  pages     = {18--32},
  month     = apr,
  year      = {2017},
  doi       = {10.1016/j.ijhcs.2016.12.005}
}

K. Davis, E. B. Owusu, L. Marcenaro, L. Feijs, C. Regazzoni, and J. Hu, “Effects of Ambient Lighting Displays on Peripheral Activity Awareness,” IEEE Access, vol. 5, pp. 9318–9335, 2017, doi: 10.1109/access.2017.2703866.

@article{davis2017effects,
  author    = {Davis, K. and Owusu, E. B. and Marcenaro, L. and Feijs, L. and Regazzoni, C. and Hu, J.},
  title     = {Effects of Ambient Lighting Displays on Peripheral Activity Awareness},
  journal   = {IEEE Access},
  volume    = {5},
  pages     = {9318--9335},
  year      = {2017},
  doi       = {10.1109/access.2017.2703866}
}

D. Campo, A. Betancourt, L. Marcenaro, and C. Regazzoni, “Static force field representation of environments based on agents’ nonlinear motions,” EURASIP Journal on Advances in Signal Processing, vol. 2017, no. 1, Art. no. 13, Dec. 2017, doi: 10.1186/s13634-017-0444-5.

@article{campo2017static,
  author    = {Campo, D. and Betancourt, A. and Marcenaro, L. and Regazzoni, C.},
  title     = {Static force field representation of environments based on agents’ nonlinear motions},
  journal   = {EURASIP Journal on Advances in Signal Processing},
  volume    = {2017},
  number    = {1},
  eid       = {13},
  month     = dec,
  year      = {2017},
  doi       = {10.1186/s13634-017-0444-5}
}

A. Betancourt, N. Díaz-Rodríguez, E. Barakova, L. Marcenaro, M. Rauterberg, and C. Regazzoni, “Unsupervised understanding of location and illumination changes in egocentric videos,” Pervasive and Mobile Computing, vol. 40, pp. 414–429, Sep. 2017, doi: 10.1016/j.pmcj.2017.03.016.

@article{betancourt2017unsupervised,
  author    = {Betancourt, A. and Díaz-Rodríguez, N. and Barakova, E. and Marcenaro, L. and Rauterberg, M. and Regazzoni, C.},
  title     = {Unsupervised understanding of location and illumination changes in egocentric videos},
  journal   = {Pervasive and Mobile Computing},
  volume    = {40},
  pages     = {414--429},
  month     = sep,
  year      = {2017},
  doi       = {10.1016/j.pmcj.2017.03.016}
}

A. Betancourt, P. Morerio, E. Barakova, L. Marcenaro, M. Rauterberg, and C. Regazzoni, “Left/right hand segmentation in egocentric videos,” Computer Vision and Image Understanding, vol. 154, pp. 73–81, Jan. 2017, doi: 10.1016/j.cviu.2016.09.005.

@article{betancourt2017left,
  author    = {Betancourt, A. and Morerio, P. and Barakova, E. and Marcenaro, L. and Rauterberg, M. and Regazzoni, C.},
  title     = {Left/right hand segmentation in egocentric videos},
  journal   = {Computer Vision and Image Understanding},
  volume    = {154},
  pages     = {73--81},
  month     = jan,
  year      = {2017},
  doi       = {10.1016/j.cviu.2016.09.005}
}

2016

O. J. Urizar, M. S. Baig, E. I. Barakova, C. S. Regazzoni, L. Marcenaro, and M. Rauterberg, “A Hierarchical Bayesian Model for Crowd Emotions,” Frontiers in Computational Neuroscience, vol. 10, Jul. 2016, doi: 10.3389/fncom.2016.00063.

@article{urizar2016hierarchical,
  author    = {Urizar, O. J. and Baig, M. S. and Barakova, E. I. and Regazzoni, C. S. and Marcenaro, L. and Rauterberg, M.},
  title     = {A Hierarchical Bayesian Model for Crowd Emotions},
  journal   = {Frontiers in Computational Neuroscience},
  volume    = {10},
  month     = jul,
  year      = {2016},
  doi       = {10.3389/fncom.2016.00063}
}

A. Mazzu, P. Morerio, L. Marcenaro, and C. S. Regazzoni, “A Cognitive Control-Inspired Approach to Object Tracking,” IEEE Transactions on Image Processing, vol. 25, no. 6, pp. 2697–2711, Jun. 2016, doi: 10.1109/tip.2016.2553781.

@article{mazzu2016cognitive,
  author    = {Mazzu, A. and Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A Cognitive Control-Inspired Approach to Object Tracking},
  journal   = {IEEE Transactions on Image Processing},
  volume    = {25},
  number    = {6},
  pages     = {2697--2711},
  month     = jun,
  year      = {2016},
  doi       = {10.1109/tip.2016.2553781}
}

K. Dabcevic, M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Cognitive Radio as the Facilitator for Advanced Communications Electronic Warfare Solutions,” Journal of Signal Processing Systems, vol. 83, no. 1, pp. 29–44, Apr. 2016, doi: 10.1007/s11265-015-1050-0.

@article{dabcevic2016cognitive,
  author    = {Dabcevic, K. and Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Cognitive Radio as the Facilitator for Advanced Communications Electronic Warfare Solutions},
  journal   = {Journal of Signal Processing Systems},
  volume    = {83},
  number    = {1},
  pages     = {29--44},
  month     = apr,
  year      = {2016},
  doi       = {10.1007/s11265-015-1050-0}
}

V. Bastani, L. Marcenaro, and C. S. Regazzoni, “Online Nonparametric Bayesian Activity Mining and Analysis From Surveillance Video,” IEEE Transactions on Image Processing, vol. 25, no. 5, pp. 2089–2102, May 2016, doi: 10.1109/tip.2016.2540813.

@article{bastani2016online,
  author    = {Bastani, V. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Online Nonparametric Bayesian Activity Mining and Analysis From Surveillance Video},
  journal   = {IEEE Transactions on Image Processing},
  volume    = {25},
  number    = {5},
  pages     = {2089--2102},
  month     = may,
  year      = {2016},
  doi       = {10.1109/tip.2016.2540813}
}

2015

P. Morerio, G. C. Georgiu, L. Marcenaro, and C. Regazzoni, “Optimizing Superpixel Clustering for Real-Time Egocentric-Vision Applications,” IEEE Signal Processing Letters, vol. 22, no. 4, pp. 469–473, Apr. 2015, doi: 10.1109/lsp.2014.2362852.

@article{morerio2015optimizing,
  author    = {Morerio, P. and Georgiu, G. C. and Marcenaro, L. and Regazzoni, C.},
  title     = {Optimizing Superpixel Clustering for Real-Time Egocentric-Vision Applications},
  journal   = {IEEE Signal Processing Letters},
  volume    = {22},
  number    = {4},
  pages     = {469--473},
  month     = apr,
  year      = {2015},
  doi       = {10.1109/lsp.2014.2362852}
}

A. Gogolev, N. Marchenko, L. Marcenaro, and C. Bettstetter, “Distributed Binary Consensus in Networks with Disturbances,” ACM Transactions on Autonomous and Adaptive Systems, vol. 10, no. 3, pp. 1–17, Oct. 2015, doi: 10.1145/2746347.

@article{gogolev2015distributed,
  author    = {Gogolev, A. and Marchenko, N. and Marcenaro, L. and Bettstetter, C.},
  title     = {Distributed Binary Consensus in Networks with Disturbances},
  journal   = {ACM Transactions on Autonomous and Adaptive Systems},
  volume    = {10},
  number    = {3},
  pages     = {1--17},
  month     = oct,
  year      = {2015},
  doi       = {10.1145/2746347}
}

S. Chiappino, P. Morerio, L. Marcenaro, and C. S. Regazzoni, “Bio-inspired relevant interaction modelling in cognitive crowd management,” Journal of Ambient Intelligence and Humanized Computing, vol. 6, no. 2, pp. 171–192, Apr. 2015, doi: 10.1007/s12652-014-0224-0.

@article{chiappino2015bio,
  author    = {Chiappino, S. and Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Bio-inspired relevant interaction modelling in cognitive crowd management},
  journal   = {Journal of Ambient Intelligence and Humanized Computing},
  volume    = {6},
  number    = {2},
  pages     = {171--192},
  month     = apr,
  year      = {2015},
  doi       = {10.1007/s12652-014-0224-0}
}

2014

M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Energy Detection in Multihop Cooperative Diversity Networks: An Analytical Study,” International Journal of Distributed Sensor Networks, vol. 10, no. 1, Art. no. 453248, Jan. 2014, doi: 10.1155/2014/453248.

@article{mughal2014energy,
  author    = {Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Energy Detection in Multihop Cooperative Diversity Networks: An Analytical Study},
  journal   = {International Journal of Distributed Sensor Networks},
  volume    = {10},
  number    = {1},
  eid       = {453248},
  month     = jan,
  year      = {2014},
  doi       = {10.1155/2014/453248}
}

A. Gogolev and L. Marcenaro, “Randomized Binary Consensus with Faulty Agents,” Entropy, vol. 16, no. 5, pp. 2820–2838, May 2014, doi: 10.3390/e16052820.

@article{gogolev2014randomized,
  author    = {Gogolev, A. and Marcenaro, L.},
  title     = {Randomized Binary Consensus with Faulty Agents},
  journal   = {Entropy},
  volume    = {16},
  number    = {5},
  pages     = {2820--2838},
  month     = may,
  year      = {2014},
  doi       = {10.3390/e16052820}
}

K. Dabcevic, A. Betancourt, L. Marcenaro, and C. S. Regazzoni, “Intelligent cognitive radio jamming - a game-theoretical approach,” EURASIP Journal on Advances in Signal Processing, vol. 2014, no. 1, Art. no. 171, Dec. 2014, doi: 10.1186/1687-6180-2014-171.

@article{dabcevic2014intelligent,
  author    = {Dabcevic, K. and Betancourt, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Intelligent cognitive radio jamming - a game-theoretical approach},
  journal   = {EURASIP Journal on Advances in Signal Processing},
  volume    = {2014},
  number    = {1},
  eid       = {171},
  month     = dec,
  year      = {2014},
  doi       = {10.1186/1687-6180-2014-171}
}

2006

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “Self-organizing shape description for tracking and classifying multiple interacting objects,” Image and Vision Computing, vol. 24, no. 11, pp. 1179–1191, Nov. 2006, doi: 10.1016/j.imavis.2005.06.012.

@article{marcenaro2006self,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {Self-organizing shape description for tracking and classifying multiple interacting objects},
  journal   = {Image and Vision Computing},
  volume    = {24},
  number    = {11},
  pages     = {1179--1191},
  month     = nov,
  year      = {2006},
  doi       = {10.1016/j.imavis.2005.06.012}
}

2005

G. Scotti, L. Marcenaro, C. Coelho, F. Selvaggi, and C. S. Regazzoni, “Dual camera intelligent sensor for high definition 360 degrees surveillance,” IEE Proceedings - Vision, Image, and Signal Processing, vol. 152, no. 2, Art. no. 250, 2005, doi: 10.1049/ip-vis:20041302.

@article{scotti2005dual,
  author    = {Scotti, G. and Marcenaro, L. and Coelho, C. and Selvaggi, F. and Regazzoni, C. S.},
  title     = {Dual camera intelligent sensor for high definition 360 degrees surveillance},
  journal   = {IEE Proceedings - Vision, Image, and Signal Processing},
  volume    = {152},
  number    = {2},
  eid       = {250},
  year      = {2005},
  doi       = {10.1049/ip-vis:20041302}
}

2003

L. Marchesotti, A. Messina, L. Marcenaro, and C. S. Regazzoni, “A cooperative multisensor system for face detection in video surveillance applications,” Acta Automatica Sinica, vol. 29, no. 3, pp. 423–433, 2003.

@article{marchesotti2003cooperative,
  author    = {Marchesotti, L. and Messina, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A cooperative multisensor system for face detection in video surveillance applications},
  journal   = {Acta Automatica Sinica},
  volume    = {29},
  number    = {3},
  pages     = {423--433},
  year      = {2003}
}

2002

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Extending Real Time Change-Detection Techniques to Mosaic Backgrounds and Mobile Camera Sequences in Surveillance Systems,” IETE Journal of Research, vol. 48, no. 3-4, pp. 151–161, May 2002, doi: 10.1080/03772063.2002.11416271.

@article{marcenaro2002extending,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Extending Real Time Change-Detection Techniques to Mosaic Backgrounds and Mobile Camera Sequences in Surveillance Systems},
  journal   = {IETE Journal of Research},
  volume    = {48},
  number    = {3-4},
  pages     = {151--161},
  month     = may,
  year      = {2002},
  doi       = {10.1080/03772063.2002.11416271}
}

G. L. Foresti, L. Marcenaro, and C. S. Regazzoni, “Automatic detection and indexing of video-event shots for surveillance applications,” IEEE Transactions on Multimedia, vol. 4, no. 4, pp. 459–471, Dec. 2002, doi: 10.1109/tmm.2002.802024.

@article{foresti2002automatic,
  author    = {Foresti, G. L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Automatic detection and indexing of video-event shots for surveillance applications},
  journal   = {IEEE Transactions on Multimedia},
  volume    = {4},
  number    = {4},
  pages     = {459--471},
  month     = dec,
  year      = {2002},
  doi       = {10.1109/tmm.2002.802024}
}

2001

C. Sacchi, G. Gera, L. Marcenaro, and C. S. Regazzoni, “Advanced image-processing tools for counting people in tourist site-monitoring applications,” Signal Processing, vol. 81, no. 5, pp. 1017–1040, May 2001, doi: 10.1016/s0165-1684(00)00280-2.

@article{sacchi2001advanced,
  author    = {Sacchi, C. and Gera, G. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Advanced image-processing tools for counting people in tourist site-monitoring applications},
  journal   = {Signal Processing},
  volume    = {81},
  number    = {5},
  pages     = {1017--1040},
  month     = may,
  year      = {2001},
  doi       = {10.1016/s0165-1684(00)00280-2}
}

L. Marcenaro, F. Oberti, G. L. Foresti, and C. S. Regazzoni, “Distributed architectures and logical-task decomposition in multimedia surveillance systems,” Proceedings of the IEEE, vol. 89, no. 10, pp. 1419–1440, 2001, doi: 10.1109/5.959339.

@article{marcenaro2001distributed,
  author    = {Marcenaro, L. and Oberti, F. and Foresti, G. L. and Regazzoni, C. S.},
  title     = {Distributed architectures and logical-task decomposition in multimedia surveillance systems},
  journal   = {Proceedings of the IEEE},
  volume    = {89},
  number    = {10},
  pages     = {1419--1440},
  year      = {2001},
  doi       = {10.1109/5.959339}
}

Conference papers

2024

N. J. William, A. Krayani, L. Marcenaro, and C. Regazzoni, “Interactive Bayesian Generative Models for Abnormality Detection in Vehicular Networks,” in Proc. 2024 IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr. 2024, pp. 1–7, doi: 10.1109/wcnc57260.2024.10570781.

@inproceedings{william2024interactive,
  author    = {William, N. J. and Krayani, A. and Marcenaro, L. and Regazzoni, C.},
  title     = {Interactive Bayesian Generative Models for Abnormality Detection in Vehicular Networks},
  booktitle = {2024 IEEE Wireless Communications and Networking Conference (WCNC)},
  address   = {Dubai, United Arab Emirates},
  pages     = {1--7},
  month     = apr,
  year      = {2024},
  doi       = {10.1109/wcnc57260.2024.10570781}
}

G. Slavic, M. Bracco, L. Marcenaro, D. M. Gómez, C. Regazzoni, and P. Zontone, “Joint Data-Driven Analysis of Visual-Odometric Anomaly Signals in Generative Ai-Based Agents,” in Proc. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Seoul, Korea, Republic of, Apr. 2024, pp. 264–268, doi: 10.1109/icasspw62465.2024.10626634.

@inproceedings{slavic2024joint,
  author    = {Slavic, G. and Bracco, M. and Marcenaro, L. and Gómez, D. M. and Regazzoni, C. and Zontone, P.},
  title     = {Joint Data-Driven Analysis of Visual-Odometric Anomaly Signals in Generative Ai-Based Agents},
  booktitle = {2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},
  address   = {Seoul, Korea, Republic of},
  pages     = {264--268},
  month     = apr,
  year      = {2024},
  doi       = {10.1109/icasspw62465.2024.10626634}
}

S. Memon, A. Krayani, P. Zontone, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Learning 3D LiDAR Perception Models for Self-Aware Autonomous Systems,” in Proc. 2024 27th International Conference on Information Fusion (FUSION), Venice, Italy, Jul. 2024, pp. 1–8, doi: 10.23919/fusion59988.2024.10706364.

@inproceedings{memon2024learning,
  author    = {Memon, S. and Krayani, A. and Zontone, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Learning 3D LiDAR Perception Models for Self-Aware Autonomous Systems},
  booktitle = {2024 27th International Conference on Information Fusion (FUSION)},
  address   = {Venice, Italy},
  pages     = {1--8},
  month     = jul,
  year      = {2024},
  doi       = {10.23919/fusion59988.2024.10706364}
}

A. Krayani, K. Khan, L. Marcenaro, M. Marchese, and C. Regazzoni, “Self-Supervised Path Planning in UAV-Aided Wireless Networks Based on Active Inference,” in Proc. 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Korea, Republic of, Apr. 2024, pp. 13181–13185, doi: 10.1109/icassp48485.2024.10446575.

@inproceedings{krayani2024self,
  author    = {Krayani, A. and Khan, K. and Marcenaro, L. and Marchese, M. and Regazzoni, C.},
  title     = {Self-Supervised Path Planning in UAV-Aided Wireless Networks Based on Active Inference},
  booktitle = {2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Seoul, Korea, Republic of},
  pages     = {13181--13185},
  month     = apr,
  year      = {2024},
  doi       = {10.1109/icassp48485.2024.10446575}
}

M. F. Humayun, P. Zontone, L. Marcenaro, D. M. Gómez, and C. Regazzoni, “Incremental Learning Through Fusion of Discrete Anomaly Models from Odometry Signals in Autonomous Agent Navigation,” in Proc. 2024 IEEE Workshop on Signal Processing Systems (SiPS), Cambridge, MA, USA, Nov. 2024, pp. 83–88, doi: 10.1109/sips62058.2024.00023.

@inproceedings{humayun2024incremental,
  author    = {Humayun, M. F. and Zontone, P. and Marcenaro, L. and Gómez, D. M. and Regazzoni, C.},
  title     = {Incremental Learning Through Fusion of Discrete Anomaly Models from Odometry Signals in Autonomous Agent Navigation},
  booktitle = {2024 IEEE Workshop on Signal Processing Systems (SiPS)},
  address   = {Cambridge, MA, USA},
  pages     = {83--88},
  month     = nov,
  year      = {2024},
  doi       = {10.1109/sips62058.2024.00023}
}

A. S. Alemaw, P. Zontone, L. Marcenaro, P. Marin, D. M. Gomez, and C. Regazzoni, “Integrated Learning and Decision Making for Autonomous Agents through Energy based Bayesian Models,” in Proc. 2024 27th International Conference on Information Fusion (FUSION), Venice, Italy, Jul. 2024, pp. 1–8, doi: 10.23919/fusion59988.2024.10706431.

@inproceedings{alemaw2024integrated,
  author    = {Alemaw, A. S. and Zontone, P. and Marcenaro, L. and Marin, P. and Gomez, D. M. and Regazzoni, C.},
  title     = {Integrated Learning and Decision Making for Autonomous Agents through Energy based Bayesian Models},
  booktitle = {2024 27th International Conference on Information Fusion (FUSION)},
  address   = {Venice, Italy},
  pages     = {1--8},
  month     = jul,
  year      = {2024},
  doi       = {10.23919/fusion59988.2024.10706431}
}

M. Adnan, P. Zontone, L. Marcenaro, D. M. Gómez, and C. Regazzoni, “Classifying Static and Dynamic Tracks for LiDAR-Based Navigation of Autonomous Vehicle Systems,” in Proc. 2024 9th International Conference on Frontiers of Signal Processing (ICFSP), Paris, France, Sep. 2024, pp. 111–117, doi: 10.1109/icfsp62546.2024.10785465.

@inproceedings{adnan2024classifying,
  author    = {Adnan, M. and Zontone, P. and Marcenaro, L. and Gómez, D. M. and Regazzoni, C.},
  title     = {Classifying Static and Dynamic Tracks for LiDAR-Based Navigation of Autonomous Vehicle Systems},
  booktitle = {2024 9th International Conference on Frontiers of Signal Processing (ICFSP)},
  address   = {Paris, France},
  pages     = {111--117},
  month     = sep,
  year      = {2024},
  doi       = {10.1109/icfsp62546.2024.10785465}
}

2023

F. Obite, A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “Intelligent Resource Allocation for UAV-Based Cognitive NOMA Networks: An Active Inference Approach,” in Proc. 2023 IEEE Future Networks World Forum (FNWF), Baltimore, MD, USA, Nov. 2023, pp. 1–7, doi: 10.1109/fnwf58287.2023.10520397.

@inproceedings{obite2023intelligent,
  author    = {Obite, F. and Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {Intelligent Resource Allocation for UAV-Based Cognitive NOMA Networks: An Active Inference Approach},
  booktitle = {2023 IEEE Future Networks World Forum (FNWF)},
  address   = {Baltimore, MD, USA},
  pages     = {1--7},
  month     = nov,
  year      = {2023},
  doi       = {10.1109/fnwf58287.2023.10520397}
}

F. Obite, A. Krayani, A. S. Alam, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “Active Inference for Sum Rate Maximization in UAV-Assisted Cognitive NOMA Networks,” in Proc. 2023 IEEE 9th World Forum on Internet of Things (WF-IoT), Aveiro, Portugal, Oct. 2023, pp. 1–6, doi: 10.1109/wf-iot58464.2023.10539543.

@inproceedings{obite2023active,
  author    = {Obite, F. and Krayani, A. and Alam, A. S. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {Active Inference for Sum Rate Maximization in UAV-Assisted Cognitive NOMA Networks},
  booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT)},
  address   = {Aveiro, Portugal},
  pages     = {1--6},
  month     = oct,
  year      = {2023},
  doi       = {10.1109/wf-iot58464.2023.10539543}
}

S. Nozari, A. Krayani, P. Marin, L. Marcenaro, D. Martin, and C. Regazzoni, “Adapting Exploratory Behaviour in Active Inference for Autonomous Driving,” in Proc. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, Jun. 2023, pp. 1–5, doi: 10.1109/icassp49357.2023.10096947.

@inproceedings{nozari2023adapting,
  author    = {Nozari, S. and Krayani, A. and Marin, P. and Marcenaro, L. and Martin, D. and Regazzoni, C.},
  title     = {Adapting Exploratory Behaviour in Active Inference for Autonomous Driving},
  booktitle = {2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Rhodes Island, Greece},
  pages     = {1--5},
  month     = jun,
  year      = {2023},
  doi       = {10.1109/icassp49357.2023.10096947}
}

A. Krayani, G. Barabino, L. Marcenaro, and C. Regazzoni, “Integrated Sensing and Communication for Joint GPS Spoofing and Jamming Detection in Vehicular V2X Networks,” in Proc. 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, Mar. 2023, pp. 1–7, doi: 10.1109/wcnc55385.2023.10118852.

@inproceedings{krayani2023integrated,
  author    = {Krayani, A. and Barabino, G. and Marcenaro, L. and Regazzoni, C.},
  title     = {Integrated Sensing and Communication for Joint GPS Spoofing and Jamming Detection in Vehicular V2X Networks},
  booktitle = {2023 IEEE Wireless Communications and Networking Conference (WCNC)},
  address   = {Glasgow, United Kingdom},
  pages     = {1--7},
  month     = mar,
  year      = {2023},
  doi       = {10.1109/wcnc55385.2023.10118852}
}

L. Esterle, N. Dutt, C. Gruhl, P. R. Lewis, L. Marcenaro, C. Regazzoni, and A. Jantsch, “Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges,” in Proc. 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, Apr. 2023, pp. 1–6, doi: 10.23919/date56975.2023.10137197.

@inproceedings{esterle2023self,
  author    = {Esterle, L. and Dutt, N. and Gruhl, C. and Lewis, P. R. and Marcenaro, L. and Regazzoni, C. and Jantsch, A.},
  title     = {Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges},
  booktitle = {2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)},
  address   = {Antwerp, Belgium},
  pages     = {1--6},
  month     = apr,
  year      = {2023},
  doi       = {10.23919/date56975.2023.10137197}
}

2022

S. Nozari, A. Krayani, L. Marcenaro, D. Martin, and C. Regazzoni, “Incremental Learning through Probabilistic Behavior Prediction,” in Proc. 2022 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, Aug. 2022, pp. 1502–1506, doi: 10.23919/eusipco55093.2022.9909735.

@inproceedings{nozari2022incremental,
  author    = {Nozari, S. and Krayani, A. and Marcenaro, L. and Martin, D. and Regazzoni, C.},
  title     = {Incremental Learning through Probabilistic Behavior Prediction},
  booktitle = {2022 30th European Signal Processing Conference (EUSIPCO)},
  address   = {Belgrade, Serbia},
  pages     = {1502--1506},
  month     = aug,
  year      = {2022},
  doi       = {10.23919/eusipco55093.2022.9909735}
}

A. Krayani, N. J. William, L. Marcenaro, and C. Regazzoni, “Jammer Detection in Vehicular V2X Networks,” in Proc. 2022 Microwave Mediterranean Symposium (MMS), Pizzo Calabro, Italy, May 2022, pp. 1–5, doi: 10.1109/mms55062.2022.9825566.

@inproceedings{krayani2022jammer,
  author    = {Krayani, A. and William, N. J. and Marcenaro, L. and Regazzoni, C.},
  title     = {Jammer Detection in Vehicular V2X Networks},
  booktitle = {2022 Microwave Mediterranean Symposium (MMS)},
  address   = {Pizzo Calabro, Italy},
  pages     = {1--5},
  month     = may,
  year      = {2022},
  doi       = {10.1109/mms55062.2022.9825566}
}

A. Krayani, N. J. William, A. S. Alam, L. Marcenaro, Z. Qin, A. Nallanathan, and C. Regazzoni, “Generalized Filtering with Transport Planning for Joint Modulation Conversion and Classification in AI-enabled Radios,” in Proc. IEEE International Conference on Communications, Seoul, Korea, Republic of, May 2022, pp. 3759–3765, doi: 10.1109/icc45855.2022.9839176.

@inproceedings{krayani2022generalized,
  author    = {Krayani, A. and William, N. J. and Alam, A. S. and Marcenaro, L. and Qin, Z. and Nallanathan, A. and Regazzoni, C.},
  title     = {Generalized Filtering with Transport Planning for Joint Modulation Conversion and Classification in AI-enabled Radios},
  booktitle = {IEEE International Conference on Communications},
  address   = {Seoul, Korea, Republic of},
  pages     = {3759--3765},
  month     = may,
  year      = {2022},
  doi       = {10.1109/icc45855.2022.9839176}
}

T. Apicella, G. Slavic, E. Ragusa, P. Gastaldo, and L. Marcenaro, “Container Localisation and Mass Estimation with an RGB-D Camera,” in Proc. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, May 2022, pp. 9152–9155, doi: 10.1109/icassp43922.2022.9747134.

@inproceedings{apicella2022container,
  author    = {Apicella, T. and Slavic, G. and Ragusa, E. and Gastaldo, P. and Marcenaro, L.},
  title     = {Container Localisation and Mass Estimation with an RGB-D Camera},
  booktitle = {2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Singapore, Singapore},
  pages     = {9152--9155},
  month     = may,
  year      = {2022},
  doi       = {10.1109/icassp43922.2022.9747134}
}

2021

Y. Wang, K. N. Plataniotis, A. Mohammadi, L. Marcenaro, A. Asif, M. Hou, H. Leung, and M. Gavrilova, “Perspectives on the Emerging Field of Autonomous Systems and its Theoretical Foundations,” in Proc. 2021 IEEE International Conference on Autonomous Systems (ICAS), Montreal, QC, Canada, Aug. 2021, pp. 1–5, doi: 10.1109/icas49788.2021.9551191.

@inproceedings{wang2021perspectives,
  author    = {Wang, Y. and Plataniotis, K. N. and Mohammadi, A. and Marcenaro, L. and Asif, A. and Hou, M. and Leung, H. and Gavrilova, M.},
  title     = {Perspectives on the Emerging Field of Autonomous Systems and its Theoretical Foundations},
  booktitle = {2021 IEEE International Conference on Autonomous Systems (ICAS)},
  address   = {Montreal, QC, Canada},
  pages     = {1--5},
  month     = aug,
  year      = {2021},
  doi       = {10.1109/icas49788.2021.9551191}
}

Y. Wang, I. Pitas, K. N. Plataniotis, C. S. Regazzoni, B. M. Sadler, A. Roy-Chowdhury, M. Hou, A. Mohammadi, L. Marcenaro, F. Atashzar, and S. alZahir, “On Future Development of Autonomous Systems: A Report of the Plenary Panel at IEEE ICAS’21,” in Proc. 2021 IEEE International Conference on Autonomous Systems (ICAS), Montreal, QC, Canada, Aug. 2021, pp. 1–9, doi: 10.1109/icas49788.2021.9551188.

@inproceedings{wang2021future,
  author    = {Wang, Y. and Pitas, I. and Plataniotis, K. N. and Regazzoni, C. S. and Sadler, B. M. and Roy-Chowdhury, A. and Hou, M. and Mohammadi, A. and Marcenaro, L. and Atashzar, F. and alZahir, S.},
  title     = {On Future Development of Autonomous Systems: A Report of the Plenary Panel at IEEE ICAS’21},
  booktitle = {2021 IEEE International Conference on Autonomous Systems (ICAS)},
  address   = {Montreal, QC, Canada},
  pages     = {1--9},
  month     = aug,
  year      = {2021},
  doi       = {10.1109/icas49788.2021.9551188}
}

G. Slavic, A. S. Alemaw, L. Marcenaro, and C. Regazzoni, “Learning Of Linear Video Prediction Models In A Multi-Modal Framework For Anomaly Detection,” in Proc. 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, AK, USA, Sep. 2021, pp. 1569–1573, doi: 10.1109/icip42928.2021.9506049.

@inproceedings{slavic2021learning,
  author    = {Slavic, G. and Alemaw, A. S. and Marcenaro, L. and Regazzoni, C.},
  title     = {Learning Of Linear Video Prediction Models In A Multi-Modal Framework For Anomaly Detection},
  booktitle = {2021 IEEE International Conference on Image Processing (ICIP)},
  address   = {Anchorage, AK, USA},
  pages     = {1569--1573},
  month     = sep,
  year      = {2021},
  doi       = {10.1109/icip42928.2021.9506049}
}

G. Slavic, P. Marin, D. Martin, L. Marcenaro, and C. Regazzoni, “Interpretable Anomaly Detection Using A Generalized Markov Jump Particle Filter,” in Proc. 2021 IEEE International Conference on Autonomous Systems (ICAS), Montreal, QC, Canada, Aug. 2021, pp. 1–5, doi: 10.1109/icas49788.2021.9551111.

@inproceedings{slavic2021interpretable,
  author    = {Slavic, G. and Marin, P. and Martin, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Interpretable Anomaly Detection Using A Generalized Markov Jump Particle Filter},
  booktitle = {2021 IEEE International Conference on Autonomous Systems (ICAS)},
  address   = {Montreal, QC, Canada},
  pages     = {1--5},
  month     = aug,
  year      = {2021},
  doi       = {10.1109/icas49788.2021.9551111}
}

L. Patino, J. Boyle, J. Ferryman, J. Auer, J. Pegoraro, R. Pflugfelder, M. Cokbas, J. Konrad, P. Ishwar, G. Slavic, L. Marcenaro, Y. Jiang, Y. Jin, H. Ko, G. Zhao, G. Ben-Yosef, and J. Qiu, “PETS2021: Through-foliage detection and tracking challenge and evaluation,” in Proc. 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Washington, DC, USA, Nov. 2021, pp. 1–10, doi: 10.1109/avss52988.2021.9663837.

@inproceedings{patino2021pets,
  author    = {Patino, L. and Boyle, J. and Ferryman, J. and Auer, J. and Pegoraro, J. and Pflugfelder, R. and Cokbas, M. and Konrad, J. and Ishwar, P. and Slavic, G. and Marcenaro, L. and Jiang, Y. and Jin, Y. and Ko, H. and Zhao, G. and Ben-Yosef, G. and Qiu, J.},
  title     = {PETS2021: Through-foliage detection and tracking challenge and evaluation},
  booktitle = {2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Washington, DC, USA},
  pages     = {1--10},
  month     = nov,
  year      = {2021},
  doi       = {10.1109/avss52988.2021.9663837}
}

S. Nozari, L. Marcenaro, D. Martin, and C. Regazzoni, “Observational Learning: Imitation Through an Adaptive Probabilistic Approach,” in Proc. 2021 IEEE International Conference on Autonomous Systems (ICAS), Montreal, QC, Canada, Aug. 2021, pp. 1–5, doi: 10.1109/icas49788.2021.9551152.

@inproceedings{nozari2021observational,
  author    = {Nozari, S. and Marcenaro, L. and Martin, D. and Regazzoni, C.},
  title     = {Observational Learning: Imitation Through an Adaptive Probabilistic Approach},
  booktitle = {2021 IEEE International Conference on Autonomous Systems (ICAS)},
  address   = {Montreal, QC, Canada},
  pages     = {1--5},
  month     = aug,
  year      = {2021},
  doi       = {10.1109/icas49788.2021.9551152}
}

A. Krayani, A. S. Alam, M. Calipari, L. Marcenaro, A. Nallanathan, and C. Regazzoni, “Automatic Modulation Classification in Cognitive-IoT Radios using Generalized Dynamic Bayesian Networks,” in Proc. 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), New Orleans, LA, USA, Jun. 2021, pp. 235–240, doi: 10.1109/wf-iot51360.2021.9594936.

@inproceedings{krayani2021automatic,
  author    = {Krayani, A. and Alam, A. S. and Calipari, M. and Marcenaro, L. and Nallanathan, A. and Regazzoni, C.},
  title     = {Automatic Modulation Classification in Cognitive-IoT Radios using Generalized Dynamic Bayesian Networks},
  booktitle = {2021 IEEE 7th World Forum on Internet of Things (WF-IoT)},
  address   = {New Orleans, LA, USA},
  pages     = {235--240},
  month     = jun,
  year      = {2021},
  doi       = {10.1109/wf-iot51360.2021.9594936}
}

H. Iqbal, A. Al-Kaff, P. Marin, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Detection of Abnormal Motion by Estimating Scene Flows of Point Clouds for Autonomous Driving,” in Proc. 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), Indianapolis, IN, USA, Sep. 2021, pp. 2788–2793, doi: 10.1109/itsc48978.2021.9565105.

@inproceedings{iqbal2021detection,
  author    = {Iqbal, H. and Al-Kaff, A. and Marin, P. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Detection of Abnormal Motion by Estimating Scene Flows of Point Clouds for Autonomous Driving},
  booktitle = {2021 IEEE International Intelligent Transportation Systems Conference (ITSC)},
  address   = {Indianapolis, IN, USA},
  pages     = {2788--2793},
  month     = sep,
  year      = {2021},
  doi       = {10.1109/itsc48978.2021.9565105}
}

2020

A. Toma, A. Krayani, L. Marcenaro, Y. Gao, and C. S. Regazzoni, “Deep Learning for Spectrum Anomaly Detection in Cognitive mmWave Radios,” in Proc. 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, London, United Kingdom, Aug. 2020, pp. 1–7, doi: 10.1109/pimrc48278.2020.9217240.

@inproceedings{toma2020deep,
  author    = {Toma, A. and Krayani, A. and Marcenaro, L. and Gao, Y. and Regazzoni, C. S.},
  title     = {Deep Learning for Spectrum Anomaly Detection in Cognitive mmWave Radios},
  booktitle = {2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications},
  address   = {London, United Kingdom},
  pages     = {1--7},
  month     = aug,
  year      = {2020},
  doi       = {10.1109/pimrc48278.2020.9217240}
}

G. Slavic, D. Campo, M. Baydoun, P. Marin, D. Martin, L. Marcenaro, and C. Regazzoni, “Anomaly Detection in Video Data Based on Probabilistic Latent Space Models,” in Proc. 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), Bari, Italy, May 2020, pp. 1–8, doi: 10.1109/eais48028.2020.9122766.

@inproceedings{slavic2020anomaly,
  author    = {Slavic, G. and Campo, D. and Baydoun, M. and Marin, P. and Martin, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Anomaly Detection in Video Data Based on Probabilistic Latent Space Models},
  booktitle = {2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)},
  address   = {Bari, Italy},
  pages     = {1--8},
  month     = may,
  year      = {2020},
  doi       = {10.1109/eais48028.2020.9122766}
}

A. Krayani, M. Baydoun, L. Marcenaro, Y. Gao, and C. S. Regazzoni, “Smart Jammer Detection for Self-Aware Cognitive UAV Radios,” in Proc. 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, London, United Kingdom, Aug. 2020, pp. 1–7, doi: 10.1109/pimrc48278.2020.9217331.

@inproceedings{krayani2020smart,
  author    = {Krayani, A. and Baydoun, M. and Marcenaro, L. and Gao, Y. and Regazzoni, C. S.},
  title     = {Smart Jammer Detection for Self-Aware Cognitive UAV Radios},
  booktitle = {2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications},
  address   = {London, United Kingdom},
  pages     = {1--7},
  month     = aug,
  year      = {2020},
  doi       = {10.1109/pimrc48278.2020.9217331}
}

A. Krayani, M. Baydoun, L. Marcenaro, A. S. Alam, and C. Regazzoni, “Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios,” in Proc. 2020 IEEE Global Communications Conference, Taipei, Taiwan, Dec. 2020, pp. 1–7, doi: 10.1109/globecom42002.2020.9322583.

@inproceedings{krayani2020self,
  author    = {Krayani, A. and Baydoun, M. and Marcenaro, L. and Alam, A. S. and Regazzoni, C.},
  title     = {Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios},
  booktitle = {2020 IEEE Global Communications Conference},
  address   = {Taipei, Taiwan},
  pages     = {1--7},
  month     = dec,
  year      = {2020},
  doi       = {10.1109/globecom42002.2020.9322583}
}

H. Iqbal, D. Campo, G. Slavic, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach,” in Proc. 2020 IEEE Workshop on Signal Processing Systems (SiPS), Coimbra, Portugal, Oct. 2020, pp. 1–6, doi: 10.1109/sips50750.2020.9195244.

@inproceedings{iqbal2020optimization,
  author    = {Iqbal, H. and Campo, D. and Slavic, G. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach},
  booktitle = {2020 IEEE Workshop on Signal Processing Systems (SiPS)},
  address   = {Coimbra, Portugal},
  pages     = {1--6},
  month     = oct,
  year      = {2020},
  doi       = {10.1109/sips50750.2020.9195244}
}

D. Campo, G. Slavic, M. Baydoun, L. Marcenaro, and C. Regazzoni, “Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders,” in Proc. 2020 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, Oct. 2020, pp. 753–757, doi: 10.1109/icip40778.2020.9190980.

@inproceedings{campo2020continual,
  author    = {Campo, D. and Slavic, G. and Baydoun, M. and Marcenaro, L. and Regazzoni, C.},
  title     = {Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders},
  booktitle = {2020 IEEE International Conference on Image Processing (ICIP)},
  address   = {Abu Dhabi, United Arab Emirates},
  pages     = {753--757},
  month     = oct,
  year      = {2020},
  doi       = {10.1109/icip40778.2020.9190980}
}

2019

H. Zaal, H. Iqbal, D. Campo, L. Marcenaro, and C. S. Regazzoni, “Incremental Learning of Abnormalities in Autonomous Systems,” in Proc. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, Sep. 2019, pp. 1–8, doi: 10.1109/avss.2019.8909827.

@inproceedings{zaal2019incremental,
  author    = {Zaal, H. and Iqbal, H. and Campo, D. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Incremental Learning of Abnormalities in Autonomous Systems},
  booktitle = {2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Taipei, Taiwan},
  pages     = {1--8},
  month     = sep,
  year      = {2019},
  doi       = {10.1109/avss.2019.8909827}
}

H. Zaal, M. Baydoun, L. Marcenaro, L. Tokarchuk, and C. S. Regazzoni, “Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems,” in Proc. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, Sep. 2019, pp. 1–8, doi: 10.1109/avss.2019.8909908.

@inproceedings{zaal2019abnormality,
  author    = {Zaal, H. and Baydoun, M. and Marcenaro, L. and Tokarchuk, L. and Regazzoni, C. S.},
  title     = {Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems},
  booktitle = {2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Taipei, Taiwan},
  pages     = {1--8},
  month     = sep,
  year      = {2019},
  doi       = {10.1109/avss.2019.8909908}
}

A. Krayani, M. Farrukh, M. Baydoun, L. Marcenaro, Y. Gao, and C. S.Regazzoni, “Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio,” in Proc. 2019 27th European Signal Processing Conference (EUSIPCO), A Coruna, Spain, Sep. 2019, pp. 1–5, doi: 10.23919/eusipco.2019.8902495.

@inproceedings{krayani2019jammer,
  author    = {Krayani, A. and Farrukh, M. and Baydoun, M. and Marcenaro, L. and Gao, Y. and S.Regazzoni, C.},
  title     = {Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio},
  booktitle = {2019 27th European Signal Processing Conference (EUSIPCO)},
  address   = {A Coruna, Spain},
  pages     = {1--5},
  month     = sep,
  year      = {2019},
  doi       = {10.23919/eusipco.2019.8902495}
}

D. Kanapram, P. Marin-Plaza, L. Marcenaro, D. Martin, A. de la Escalera, and C. Regazzoni, “Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection,” in Advances in Intelligent Systems and Computing, Nov. 2019, pp. 216–228, doi: 10.1007/978-3-030-35990-4_18.

@inproceedings{kanapram2019self,
  author    = {Kanapram, D. and Marin-Plaza, P. and Marcenaro, L. and Martin, D. and de la Escalera, A. and Regazzoni, C.},
  title     = {Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection},
  booktitle = {Advances in Intelligent Systems and Computing},
  pages     = {216--228},
  month     = nov,
  year      = {2019},
  doi       = {10.1007/978-3-030-35990-4_18}
}

D. Kanapram, D. Campo, M. Baydoun, L. Marcenaro, E. L. Bodanese, C. Regazzoni, and M. Marchese, “Dynamic Bayesian Approach for decision-making in Ego-Things,” in Proc. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), Limerick, Ireland, Apr. 2019, pp. 909–914, doi: 10.1109/wf-iot.2019.8767204.

@inproceedings{kanapram2019dynamic,
  author    = {Kanapram, D. and Campo, D. and Baydoun, M. and Marcenaro, L. and Bodanese, E. L. and Regazzoni, C. and Marchese, M.},
  title     = {Dynamic Bayesian Approach for decision-making in Ego-Things},
  booktitle = {2019 IEEE 5th World Forum on Internet of Things (WF-IoT)},
  address   = {Limerick, Ireland},
  pages     = {909--914},
  month     = apr,
  year      = {2019},
  doi       = {10.1109/wf-iot.2019.8767204}
}

H. Iqbal, D. Campo, M. Baydoun, L. Marcenaro, D. M. Gomez, and C. Regazzoni, “Clustering Optimization for Abnormality Detection in Semi-Autonomous Systems,” in Proc. 1st International Workshop on Multimodal Understanding and Learning for Embodied Applications, Nice France, Oct. 2019, pp. 33–41, doi: 10.1145/3347450.3357657.

@inproceedings{iqbal2019clustering,
  author    = {Iqbal, H. and Campo, D. and Baydoun, M. and Marcenaro, L. and Gomez, D. M. and Regazzoni, C.},
  title     = {Clustering Optimization for Abnormality Detection in Semi-Autonomous Systems},
  booktitle = {1st International Workshop on Multimodal Understanding and Learning for Embodied Applications},
  address   = {Nice France},
  pages     = {33--41},
  month     = oct,
  year      = {2019},
  doi       = {10.1145/3347450.3357657}
}

M. Farrukh, A. Krayani, M. Baydoun, L. Marcenaro, Y. Gao, and C. S. Regazzoni, “Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things,” in Proc. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), Limerick, Ireland, Apr. 2019, pp. 380–385, doi: 10.1109/wf-iot.2019.8767187.

@inproceedings{farrukh2019learning,
  author    = {Farrukh, M. and Krayani, A. and Baydoun, M. and Marcenaro, L. and Gao, Y. and Regazzoni, C. S.},
  title     = {Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things},
  booktitle = {2019 IEEE 5th World Forum on Internet of Things (WF-IoT)},
  address   = {Limerick, Ireland},
  pages     = {380--385},
  month     = apr,
  year      = {2019},
  doi       = {10.1109/wf-iot.2019.8767187}
}

M. Baydoun, D. Campo, D. Kanapram, L. Marcenaro, and C. S. Regazzoni, “Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach,” in Proc. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, May 2019, pp. 3342–3346, doi: 10.1109/icassp.2019.8682272.

@inproceedings{baydoun2019prediction,
  author    = {Baydoun, M. and Campo, D. and Kanapram, D. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach},
  booktitle = {2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Brighton, United Kingdom},
  pages     = {3342--3346},
  month     = may,
  year      = {2019},
  doi       = {10.1109/icassp.2019.8682272}
}

Y. Amar, G. Tyson, G. Antichi, and L. Marcenaro, “Towards Cheap Scalable Browser Multiplayer,” in Proc. 2019 IEEE Conference on Games (CoG), London, United Kingdom, Aug. 2019, pp. 1–4, doi: 10.1109/cig.2019.8847958.

@inproceedings{amar2019cheap,
  author    = {Amar, Y. and Tyson, G. and Antichi, G. and Marcenaro, L.},
  title     = {Towards Cheap Scalable Browser Multiplayer},
  booktitle = {2019 IEEE Conference on Games (CoG)},
  address   = {London, United Kingdom},
  pages     = {1--4},
  month     = aug,
  year      = {2019},
  doi       = {10.1109/cig.2019.8847958}
}

2018

O. J. Urizar, L. Marcenaro, C. S. Regazzoni, E. I. Barakova, and M. Rauterberg, “Emotion Estimation in Crowds: The Interplay of Motivations and Expectations in Individual Emotions,” in Proc. 2018 26th European Signal Processing Conference (EUSIPCO), Rome, Sep. 2018, pp. 1092–1096, doi: 10.23919/eusipco.2018.8553370.

@inproceedings{urizar2018emotion,
  author    = {Urizar, O. J. and Marcenaro, L. and Regazzoni, C. S. and Barakova, E. I. and Rauterberg, M.},
  title     = {Emotion Estimation in Crowds: The Interplay of Motivations and Expectations in Individual Emotions},
  booktitle = {2018 26th European Signal Processing Conference (EUSIPCO)},
  address   = {Rome},
  pages     = {1092--1096},
  month     = sep,
  year      = {2018},
  doi       = {10.23919/eusipco.2018.8553370}
}

S. Ullah, F. Russo, L. Marcenaro, and B. Rinner, “Aggregate-Signcryption for Securing Smart Camera IoT Applications,” in Proc. 2018 Global Internet of Things Summit (GIoTS), Bilbao, Jun. 2018, pp. 1–6, doi: 10.1109/giots.2018.8534434.

@inproceedings{ullah2018aggregate,
  author    = {Ullah, S. and Russo, F. and Marcenaro, L. and Rinner, B.},
  title     = {Aggregate-Signcryption for Securing Smart Camera IoT Applications},
  booktitle = {2018 Global Internet of Things Summit (GIoTS)},
  address   = {Bilbao},
  pages     = {1--6},
  month     = jun,
  year      = {2018},
  doi       = {10.1109/giots.2018.8534434}
}

M. Ravanbakhsh, M. Baydoun, D. Campo, P. Marin, D. Martin, L. Marcenaro, and C. S. Regazzoni, “Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving,” in Proc. 2018 21st International Conference on Information Fusion (FUSION), Cambridge, United Kingdom, Jul. 2018, pp. 1866–1873, doi: 10.23919/icif.2018.8455667.

@inproceedings{ravanbakhsh2018learning,
  author    = {Ravanbakhsh, M. and Baydoun, M. and Campo, D. and Marin, P. and Martin, D. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving},
  booktitle = {2018 21st International Conference on Information Fusion (FUSION)},
  address   = {Cambridge, United Kingdom},
  pages     = {1866--1873},
  month     = jul,
  year      = {2018},
  doi       = {10.23919/icif.2018.8455667}
}

M. Ravanbakhsh, M. Baydoun, D. Campo, P. Marin, D. Martin, L. Marcenaro, and C. S. Regazzoni, “Hierarchy of Gans for Learning Embodied Self-Awareness Model,” in Proc. 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Oct. 2018, pp. 1987–1991, doi: 10.1109/icip.2018.8451418.

@inproceedings{ravanbakhsh2018hierarchy,
  author    = {Ravanbakhsh, M. and Baydoun, M. and Campo, D. and Marin, P. and Martin, D. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Hierarchy of Gans for Learning Embodied Self-Awareness Model},
  booktitle = {2018 25th IEEE International Conference on Image Processing (ICIP)},
  address   = {Athens},
  pages     = {1987--1991},
  month     = oct,
  year      = {2018},
  doi       = {10.1109/icip.2018.8451418}
}

M. Ravanbakhsh, H. Mousavi, M. Nabi, L. Marcenaro, and C. Regazzoni, “Fast but Not Deep: Efficient Crowd Abnormality Detection with Local Binary Tracklets,” in Proc. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Auckland, New Zealand, Nov. 2018, doi: 10.1109/avss.2018.8639172.

@inproceedings{ravanbakhsh2018fast,
  author    = {Ravanbakhsh, M. and Mousavi, H. and Nabi, M. and Marcenaro, L. and Regazzoni, C.},
  title     = {Fast but Not Deep: Efficient Crowd Abnormality Detection with Local Binary Tracklets},
  booktitle = {2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Auckland, New Zealand},
  month     = nov,
  year      = {2018},
  doi       = {10.1109/avss.2018.8639172}
}

M. Irfan, L. Tokarchuk, L. Marcenaro, and C. Regazzoni, “ANOMALY DETECTION IN CROWDS USING MULTI SENSORY INFORMATION,” in Proc. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Auckland, New Zealand, Nov. 2018, pp. 1–6, doi: 10.1109/avss.2018.8639151.

@inproceedings{irfan2018anomaly,
  author    = {Irfan, M. and Tokarchuk, L. and Marcenaro, L. and Regazzoni, C.},
  title     = {ANOMALY DETECTION IN CROWDS USING MULTI SENSORY INFORMATION},
  booktitle = {2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Auckland, New Zealand},
  pages     = {1--6},
  month     = nov,
  year      = {2018},
  doi       = {10.1109/avss.2018.8639151}
}

D. Campo, M. Baydoun, L. Marcenaro, A. Cavallaro, and C. S. Regazzoni, “Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences,” in Proc. 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, Oct. 2018, pp. 833–837, doi: 10.1109/icip.2018.8451837.

@inproceedings{campo2018unsupervised,
  author    = {Campo, D. and Baydoun, M. and Marcenaro, L. and Cavallaro, A. and Regazzoni, C. S.},
  title     = {Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences},
  booktitle = {2018 25th IEEE International Conference on Image Processing (ICIP)},
  address   = {Athens},
  pages     = {833--837},
  month     = oct,
  year      = {2018},
  doi       = {10.1109/icip.2018.8451837}
}

M. Baydoun, M. Ravanbakhsh, D. Campo, P. Marin, D. Martin, L. Marcenaro, A. Cavallaro, and C. S. Regazzoni, “a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents,” in Proc. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Apr. 2018, pp. 6598–6602, doi: 10.1109/icassp.2018.8462490.

@inproceedings{baydoun2018multi,
  author    = {Baydoun, M. and Ravanbakhsh, M. and Campo, D. and Marin, P. and Martin, D. and Marcenaro, L. and Cavallaro, A. and Regazzoni, C. S.},
  title     = {a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents},
  booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Calgary, AB},
  pages     = {6598--6602},
  month     = apr,
  year      = {2018},
  doi       = {10.1109/icassp.2018.8462490}
}

M. Baydoun, D. Campo, V. Sanguineti, L. Marcenaro, A. Cavallaro, and C. Regazzoni, “Learning Switching Models for Abnormality Detection for Autonomous Driving,” in Proc. 2018 21st International Conference on Information Fusion (FUSION), Cambridge, Jul. 2018, pp. 2606–2613, doi: 10.23919/icif.2018.8455592.

@inproceedings{baydoun2018learning,
  author    = {Baydoun, M. and Campo, D. and Sanguineti, V. and Marcenaro, L. and Cavallaro, A. and Regazzoni, C.},
  title     = {Learning Switching Models for Abnormality Detection for Autonomous Driving},
  booktitle = {2018 21st International Conference on Information Fusion (FUSION)},
  address   = {Cambridge},
  pages     = {2606--2613},
  month     = jul,
  year      = {2018},
  doi       = {10.23919/icif.2018.8455592}
}

2017

S. Ullah, B. Rinner, and L. Marcenaro, “Smart cameras with onboard signcryption for securing IoT applications,” in Proc. 2017 Global Internet of Things Summit (GIoTS), Geneva, Switzerland, Jun. 2017, pp. 1–6, doi: 10.1109/giots.2017.8016279.

@inproceedings{ullah2017smart,
  author    = {Ullah, S. and Rinner, B. and Marcenaro, L.},
  title     = {Smart cameras with onboard signcryption for securing IoT applications},
  booktitle = {2017 Global Internet of Things Summit (GIoTS)},
  address   = {Geneva, Switzerland},
  pages     = {1--6},
  month     = jun,
  year      = {2017},
  doi       = {10.1109/giots.2017.8016279}
}

M. Ravanbakhsh, M. Nabi, E. Sangineto, L. Marcenaro, C. Regazzoni, and N. Sebe, “Abnormal event detection in videos using generative adversarial nets,” in Proc. 2017 IEEE International Conference on Image Processing (ICIP), Beijing, Sep. 2017, pp. 1577–1581, doi: 10.1109/icip.2017.8296547.

@inproceedings{ravanbakhsh2017abnormal,
  author    = {Ravanbakhsh, M. and Nabi, M. and Sangineto, E. and Marcenaro, L. and Regazzoni, C. and Sebe, N.},
  title     = {Abnormal event detection in videos using generative adversarial nets},
  booktitle = {2017 IEEE International Conference on Image Processing (ICIP)},
  address   = {Beijing},
  pages     = {1577--1581},
  month     = sep,
  year      = {2017},
  doi       = {10.1109/icip.2017.8296547}
}

J. S. Olier, E. Barakova, M. Rauterberg, L. Marcenaro, and C. Regazzoni, “Grounded representations through deep variational inference and dynamic programming,” in Proc. 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Lisbon, Sep. 2017, pp. 277–282, doi: 10.1109/devlrn.2017.8329818.

@inproceedings{olier2017grounded,
  author    = {Olier, J. S. and Barakova, E. and Rauterberg, M. and Marcenaro, L. and Regazzoni, C.},
  title     = {Grounded representations through deep variational inference and dynamic programming},
  booktitle = {2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)},
  address   = {Lisbon},
  pages     = {277--282},
  month     = sep,
  year      = {2017},
  doi       = {10.1109/devlrn.2017.8329818}
}

J. S. Olier, P. Marin-Plaza, D. Martin, L. Marcenaro, E. Barakova, M. Rauterberg, and C. Regazzoni, “Dynamic representations for autonomous driving,” in Proc. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, Aug. 2017, pp. 1–6, doi: 10.1109/avss.2017.8078511.

@inproceedings{olier2017dynamic,
  author    = {Olier, J. S. and Marin-Plaza, P. and Martin, D. and Marcenaro, L. and Barakova, E. and Rauterberg, M. and Regazzoni, C.},
  title     = {Dynamic representations for autonomous driving},
  booktitle = {2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Lecce, Italy},
  pages     = {1--6},
  month     = aug,
  year      = {2017},
  doi       = {10.1109/avss.2017.8078511}
}

J. S. Olier, D. A. Campo, L. Marcenaro, E. Barakova, M. Rauterberg, and C. Regazzoni, “Active estimation of motivational spots for modeling dynamic interactions,” in Proc. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, Aug. 2017, pp. 1–6, doi: 10.1109/avss.2017.8078524.

@inproceedings{olier2017active,
  author    = {Olier, J. S. and Campo, D. A. and Marcenaro, L. and Barakova, E. and Rauterberg, M. and Regazzoni, C.},
  title     = {Active estimation of motivational spots for modeling dynamic interactions},
  booktitle = {2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Lecce, Italy},
  pages     = {1--6},
  month     = aug,
  year      = {2017},
  doi       = {10.1109/avss.2017.8078524}
}

T. Nawaz, L. Marcenaro, and C. S. Regazzoni, “Stealthy jammer detection algorithm for wide-band radios: A physical layer approach,” in Proc. 2017 IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Rome, Oct. 2017, pp. 79–83, doi: 10.1109/wimob.2017.8115792.

@inproceedings{nawaz2017stealthy,
  author    = {Nawaz, T. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Stealthy jammer detection algorithm for wide-band radios: A physical layer approach},
  booktitle = {2017 IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)},
  address   = {Rome},
  pages     = {79--83},
  month     = oct,
  year      = {2017},
  doi       = {10.1109/wimob.2017.8115792}
}

T. Nawaz, D. Campo, M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Jammer detection algorithm for wide-band radios using spectral correlation and neural networks,” in Proc. 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), Valencia, Spain, Jun. 2017, pp. 246–251, doi: 10.1109/iwcmc.2017.7986294.

@inproceedings{nawaz2017jammer,
  author    = {Nawaz, T. and Campo, D. and Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Jammer detection algorithm for wide-band radios using spectral correlation and neural networks},
  booktitle = {2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)},
  address   = {Valencia, Spain},
  pages     = {246--251},
  month     = jun,
  year      = {2017},
  doi       = {10.1109/iwcmc.2017.7986294}
}

T. Nawaz, L. Marcenaro, and C. S. Regazzoni, “Defense against stealthy jamming attacks in wide-band radios: A physical layer approach,” in Proc. 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, QC, Nov. 2017, pp. 497–501, doi: 10.1109/globalsip.2017.8308692.

@inproceedings{nawaz2017defenseb,
  author    = {Nawaz, T. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Defense against stealthy jamming attacks in wide-band radios: A physical layer approach},
  booktitle = {2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
  address   = {Montreal, QC},
  pages     = {497--501},
  month     = nov,
  year      = {2017},
  doi       = {10.1109/globalsip.2017.8308692}
}

T. Nawaz, L. Marcenaro, and C. S. Regazzoni, “Defense against jamming attacks in wide-band radios using cyclic spectral analysis and compressed sensing,” in Proc. 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Jul. 2017, pp. 874–879, doi: 10.1109/icufn.2017.7993925.

@inproceedings{nawaz2017defense,
  author    = {Nawaz, T. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Defense against jamming attacks in wide-band radios using cyclic spectral analysis and compressed sensing},
  booktitle = {2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN)},
  address   = {Milan},
  pages     = {874--879},
  month     = jul,
  year      = {2017},
  doi       = {10.1109/icufn.2017.7993925}
}

K. Davis, E. Owusu, G. van den Boomen, H. Apeldoorn, L. Marcenaro, C. Regazzoni, L. Feijs, and J. Hu, “Presenting a Real-Time Activity-Based Bidirectional Framework for Improving Social Connectedness,” in Lecture Notes in Computer Science, 2017, pp. 356–367, doi: 10.1007/978-3-319-59147-6_31.

@inproceedings{davis2017presenting,
  author    = {Davis, K. and Owusu, E. and van den Boomen, G. and Apeldoorn, H. and Marcenaro, L. and Regazzoni, C. and Feijs, L. and Hu, J.},
  title     = {Presenting a Real-Time Activity-Based Bidirectional Framework for Improving Social Connectedness},
  booktitle = {Lecture Notes in Computer Science},
  pages     = {356--367},
  year      = {2017},
  doi       = {10.1007/978-3-319-59147-6_31}
}

K. Davis, E. Owusu, L. Marcenaro, L. Feijs, C. Regazzoni, and J. Hu, “Evaluating Human Activity-Based Ambient Lighting Displays for Effective Peripheral Communication,” in Proc. 11th International Conference on Body Area Networks, Turin, Italy, 2017, doi: 10.4108/eai.15-12-2016.2267663.

@inproceedings{davis2017evaluating,
  author    = {Davis, K. and Owusu, E. and Marcenaro, L. and Feijs, L. and Regazzoni, C. and Hu, J.},
  title     = {Evaluating Human Activity-Based Ambient Lighting Displays for Effective Peripheral Communication},
  booktitle = {11th International Conference on Body Area Networks},
  address   = {Turin, Italy},
  year      = {2017},
  doi       = {10.4108/eai.15-12-2016.2267663}
}

D. Campo, M. Baydoun, L. Marcenaro, and C. S. Regazzoni, “Task-dependent saliency estimation from trajectories of agents in video sequences,” in Proc. 2017 IEEE International Conference on Image Processing (ICIP), Beijing, Sep. 2017, pp. 4252–4256, doi: 10.1109/icip.2017.8297084.

@inproceedings{campo2017task,
  author    = {Campo, D. and Baydoun, M. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Task-dependent saliency estimation from trajectories of agents in video sequences},
  booktitle = {2017 IEEE International Conference on Image Processing (ICIP)},
  address   = {Beijing},
  pages     = {4252--4256},
  month     = sep,
  year      = {2017},
  doi       = {10.1109/icip.2017.8297084}
}

D. Campo, M. Baydoun, L. Marcenaro, A. Cavallaro, and C. S. Regazzoni, “Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components,” in Proc. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, Aug. 2017, pp. 1–6, doi: 10.1109/avss.2017.8078495.

@inproceedings{campo2017modeling,
  author    = {Campo, D. and Baydoun, M. and Marcenaro, L. and Cavallaro, A. and Regazzoni, C. S.},
  title     = {Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components},
  booktitle = {2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Lecce, Italy},
  pages     = {1--6},
  month     = aug,
  year      = {2017},
  doi       = {10.1109/avss.2017.8078495}
}

M. Baydoun, A. Betancourt, P. Morerio, L. Marcenaro, M. Rauterberg, and C. Regazzoni, “Hand pose recognition in First Person Vision through graph spectral analysis,” in Proc. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, Mar. 2017, pp. 1872–1876, doi: 10.1109/icassp.2017.7952481.

@inproceedings{baydoun2017hand,
  author    = {Baydoun, M. and Betancourt, A. and Morerio, P. and Marcenaro, L. and Rauterberg, M. and Regazzoni, C.},
  title     = {Hand pose recognition in First Person Vision through graph spectral analysis},
  booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {New Orleans, LA},
  pages     = {1872--1876},
  month     = mar,
  year      = {2017},
  doi       = {10.1109/icassp.2017.7952481}
}

2016

M. Irfan, L. Marcenaro, and L. Tokarchuk, “Crowd analysis using visual and non-visual sensors, a survey,” in Proc. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington DC, DC, USA, Dec. 2016, pp. 1249–1254, doi: 10.1109/globalsip.2016.7906041.

@inproceedings{irfan2016crowd,
  author    = {Irfan, M. and Marcenaro, L. and Tokarchuk, L.},
  title     = {Crowd analysis using visual and non-visual sensors, a survey},
  booktitle = {2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
  address   = {Washington DC, DC, USA},
  pages     = {1249--1254},
  month     = dec,
  year      = {2016},
  doi       = {10.1109/globalsip.2016.7906041}
}

K. Davis, E. Owusu, J. Hu, L. Marcenaro, C. Regazzoni, and L. Feijs, “Promoting Social Connectedness through Human Activity-Based Ambient Displays,” in Proc. International Symposium on Interactive Technology and Ageing Populations, Kochi Japan, Oct. 2016, pp. 64–76, doi: 10.1145/2996267.2996274.

@inproceedings{davis2016promoting,
  author    = {Davis, K. and Owusu, E. and Hu, J. and Marcenaro, L. and Regazzoni, C. and Feijs, L.},
  title     = {Promoting Social Connectedness through Human Activity-Based Ambient Displays},
  booktitle = {International Symposium on Interactive Technology and Ageing Populations},
  address   = {Kochi Japan},
  pages     = {64--76},
  month     = oct,
  year      = {2016},
  doi       = {10.1145/2996267.2996274}
}

K. Davis, L. Feijs, J. Hu, L. Marcenaro, and C. Regazzoni, “Improving Awareness and Social Connectedness through the Social Hue,” in Proc. International Symposium on Interactive Technology and Ageing Populations, Kochi Japan, Oct. 2016, pp. 12–23, doi: 10.1145/2996267.2996269.

@inproceedings{davis2016improving,
  author    = {Davis, K. and Feijs, L. and Hu, J. and Marcenaro, L. and Regazzoni, C.},
  title     = {Improving Awareness and Social Connectedness through the Social Hue},
  booktitle = {International Symposium on Interactive Technology and Ageing Populations},
  address   = {Kochi Japan},
  pages     = {12--23},
  month     = oct,
  year      = {2016},
  doi       = {10.1145/2996267.2996269}
}

K. Davis, E. Owusu, V. Bastani, L. Marcenaro, J. Hu, C. S. Regazzoni, and L. Feijs, “Activity recognition based on inertial sensors for ambient assisted living,” in Proc. 19th Int. Conf. on Information Fusion (FUSION), Heidelberg, Germany, Jul. 2016, pp. 371–378.

@inproceedings{davis2016activity,
  author    = {Davis, K. and Owusu, E. and Bastani, V. and Marcenaro, L. and Hu, J. and Regazzoni, C. S. and Feijs, L.},
  title     = {Activity recognition based on inertial sensors for ambient assisted living},
  booktitle = {19th Int. Conf. on Information Fusion (FUSION)},
  address   = {Heidelberg, Germany},
  pages     = {371--378},
  month     = jul,
  year      = {2016}
}

D. Campo, V. Bastani, L. Marcenaro, and C. S. Regazzoni, “Incremental learning of environment interactive structures from trajectories of individuals,” in Proc. 19th Int. Conf. on Information Fusion (FUSION), Heidelberg, Germany, Jul. 2016, pp. 589–596.

@inproceedings{campo2016incremental,
  author    = {Campo, D. and Bastani, V. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Incremental learning of environment interactive structures from trajectories of individuals},
  booktitle = {19th Int. Conf. on Information Fusion (FUSION)},
  address   = {Heidelberg, Germany},
  pages     = {589--596},
  month     = jul,
  year      = {2016}
}

A. Betancourt, L. Marcenaro, E. Barakova, M. Rauterberg, and C. Regazzoni, “GPU Accelerated Left/Right Hand-Segmentation in First Person Vision,” in Lecture Notes in Computer Science, 2016, pp. 504–517, doi: 10.1007/978-3-319-46604-0_36.

@inproceedings{betancourt2016gpu,
  author    = {Betancourt, A. and Marcenaro, L. and Barakova, E. and Rauterberg, M. and Regazzoni, C.},
  title     = {GPU Accelerated Left/Right Hand-Segmentation in First Person Vision},
  booktitle = {Lecture Notes in Computer Science},
  pages     = {504--517},
  year      = {2016},
  doi       = {10.1007/978-3-319-46604-0_36}
}

2015

J. S. Olier, C. Regazzoni, L. Marcenaro, and M. Rauterberg, “Convolutional Neural Networks for Detecting and Mapping Crowds in First Person Vision Applications,” in Lecture Notes in Computer Science, 2015, pp. 475–485, doi: 10.1007/978-3-319-19258-1_39.

@inproceedings{olier2015convolutional,
  author    = {Olier, J. S. and Regazzoni, C. and Marcenaro, L. and Rauterberg, M.},
  title     = {Convolutional Neural Networks for Detecting and Mapping Crowds in First Person Vision Applications},
  booktitle = {Lecture Notes in Computer Science},
  pages     = {475--485},
  year      = {2015},
  doi       = {10.1007/978-3-319-19258-1_39}
}

T. Nawaz, M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Exploiting Cyclic Features for Jammer Detection in Wideband Cognitive Radios,” in Proc. Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe), Erlangen, Germany, Oct. 2015.

@inproceedings{nawaz2015exploiting,
  author    = {Nawaz, T. and Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Exploiting Cyclic Features for Jammer Detection in Wideband Cognitive Radios},
  booktitle = {Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe)},
  address   = {Erlangen, Germany},
  month     = oct,
  year      = {2015}
}

M. O. Mughal, T. Nawaz, L. Marcenaro, and C. S. Regazzoni, “Cyclostationary-based jammer detection algorithm for wide-band radios using compressed sensing,” in Proc. 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, FL, USA, Dec. 2015, pp. 280–284, doi: 10.1109/globalsip.2015.7418201.

@inproceedings{mughal2015cyclostationary,
  author    = {Mughal, M. O. and Nawaz, T. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Cyclostationary-based jammer detection algorithm for wide-band radios using compressed sensing},
  booktitle = {2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
  address   = {Orlando, FL, USA},
  pages     = {280--284},
  month     = dec,
  year      = {2015},
  doi       = {10.1109/globalsip.2015.7418201}
}

M. O. Mughal, K. Dabcevic, L. Marcenaro, and C. S. Regazzoni, “Compressed sensing based jammer detection algorithm for wide-band cognitive radio networks,” in Proc. 2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), Pisa, Jun. 2015, pp. 119–123, doi: 10.1109/cosera.2015.7330276.

@inproceedings{mughal2015compressed,
  author    = {Mughal, M. O. and Dabcevic, K. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Compressed sensing based jammer detection algorithm for wide-band cognitive radio networks},
  booktitle = {2015 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa)},
  address   = {Pisa},
  pages     = {119--123},
  month     = jun,
  year      = {2015},
  doi       = {10.1109/cosera.2015.7330276}
}

M. M. Lopez, L. Marcenaro, and C. S. Regazzoni, “Advantages of dynamic analysis in HOG-PCA feature space for video moving object classification,” in Proc. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, Queensland, Australia, Apr. 2015, pp. 1285–1289, doi: 10.1109/icassp.2015.7178177.

@inproceedings{lopez2015advantages,
  author    = {Lopez, M. M. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Advantages of dynamic analysis in HOG-PCA feature space for video moving object classification},
  booktitle = {2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {South Brisbane, Queensland, Australia},
  pages     = {1285--1289},
  month     = apr,
  year      = {2015},
  doi       = {10.1109/icassp.2015.7178177}
}

V. Lim, M. Funk, M. Rauterberg, L. Marcenaro, and C. Regazzoni, “E-COmate: What’s Your Non-consumption?,” in Lecture Notes in Computer Science, 2015, pp. 486–499, doi: 10.1007/978-3-319-19258-1_40.

@inproceedings{lim2015e,
  author    = {Lim, V. and Funk, M. and Rauterberg, M. and Marcenaro, L. and Regazzoni, C.},
  title     = {E-COmate: What’s Your Non-consumption?},
  booktitle = {Lecture Notes in Computer Science},
  pages     = {486--499},
  year      = {2015},
  doi       = {10.1007/978-3-319-19258-1_40}
}

K. Davis, E. Owusu, C. Regazzoni, L. Marcenaro, L. Feijs, and J. Hu, “Perception of Human Activities - A Means to Support Connectedness Between the Elderly and Their Caregivers,” in Proc. 1st International Conference on Information and Communication Technologies for Ageing Well and e-Health, Lisbon, Portugal, 2015, pp. 194–199, doi: 10.5220/0005490601940199.

@inproceedings{davis2015perception,
  author    = {Davis, K. and Owusu, E. and Regazzoni, C. and Marcenaro, L. and Feijs, L. and Hu, J.},
  title     = {Perception of Human Activities - A Means to Support Connectedness Between the Elderly and Their Caregivers},
  booktitle = {1st International Conference on Information and Communication Technologies for Ageing Well and e-Health},
  address   = {Lisbon, Portugal},
  pages     = {194--199},
  year      = {2015},
  doi       = {10.5220/0005490601940199}
}

S. Chiappino, A. Mazzu, L. Marcenaro, and C. S. Regazzoni, “A bio-inspired logical process for saliency detections in cognitive crowd monitoring,” in Proc. 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, QLD, Australia, Apr. 2015, pp. 2110–2114, doi: 10.1109/icassp.2015.7178343.

@inproceedings{chiappino2015biob,
  author    = {Chiappino, S. and Mazzu, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A bio-inspired logical process for saliency detections in cognitive crowd monitoring},
  booktitle = {2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {South Brisbane, QLD, Australia},
  pages     = {2110--2114},
  month     = apr,
  year      = {2015},
  doi       = {10.1109/icassp.2015.7178343}
}

A. Betancourt, P. Morerio, L. Marcenaro, E. Barakova, M. Rauterberg, and C. Regazzoni, “Towards a unified framework for hand-based methods in First Person Vision,” in Proc. 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Turin, Italy, Jun. 2015, pp. 1–6, doi: 10.1109/icmew.2015.7169784.

@inproceedings{betancourt2015unified,
  author    = {Betancourt, A. and Morerio, P. and Marcenaro, L. and Barakova, E. and Rauterberg, M. and Regazzoni, C.},
  title     = {Towards a unified framework for hand-based methods in First Person Vision},
  booktitle = {2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)},
  address   = {Turin, Italy},
  pages     = {1--6},
  month     = jun,
  year      = {2015},
  doi       = {10.1109/icmew.2015.7169784}
}

A. Betancourt, P. Morerio, E. I. Barakova, L. Marcenaro, M. Rauterberg, and C. S. Regazzoni, “A Dynamic Approach and a New Dataset for Hand-detection in First Person Vision,” in Lecture Notes in Computer Science, vol. 9280, 2015, pp. 274–287, doi: 10.1007/978-3-319-23192-1_23.

@inproceedings{betancourt2015dynamic,
  author    = {Betancourt, A. and Morerio, P. and Barakova, E. I. and Marcenaro, L. and Rauterberg, M. and Regazzoni, C. S.},
  title     = {A Dynamic Approach and a New Dataset for Hand-detection in First Person Vision},
  booktitle = {Lecture Notes in Computer Science},
  volume    = {9280},
  pages     = {274--287},
  year      = {2015},
  doi       = {10.1007/978-3-319-23192-1_23}
}

V. Bastani, D. Campo, L. Marcenaro, and C. Regazzoni, “Online pedestrian group walking event detection using spectral analysis of motion similarity graph,” in Proc. 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Karlsruhe, Germany, Aug. 2015, pp. 1–5, doi: 10.1109/avss.2015.7301744.

@inproceedings{bastani2015online,
  author    = {Bastani, V. and Campo, D. and Marcenaro, L. and Regazzoni, C.},
  title     = {Online pedestrian group walking event detection using spectral analysis of motion similarity graph},
  booktitle = {2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Karlsruhe, Germany},
  pages     = {1--5},
  month     = aug,
  year      = {2015},
  doi       = {10.1109/avss.2015.7301744}
}

2014

M. O. Mughal, K. Dabcevic, G. Dura, L. Marcenaro, and C. S. Regazzoni, “Experimental Study of Spectrum Estimation and Reconstruction based on Compressive Sampling for Cognitive Radios,” in Proc. Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe), Rome, Italy, Nov. 2014.

@inproceedings{mughal2014experimental,
  author    = {Mughal, M. O. and Dabcevic, K. and Dura, G. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Experimental Study of Spectrum Estimation and Reconstruction based on Compressive Sampling for Cognitive Radios},
  booktitle = {Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe)},
  address   = {Rome, Italy},
  month     = nov,
  year      = {2014}
}

M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Asymptotic detection performance of energy detector in fixed-gain cooperative relay networks,” in Proc. IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications, Chania, Crete, Greece, Jul. 2014, pp. 280–284, doi: 10.1109/iisa.2014.6878756.

@inproceedings{mughal2014asymptotic,
  author    = {Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Asymptotic detection performance of energy detector in fixed-gain cooperative relay networks},
  booktitle = {IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications},
  address   = {Chania, Crete, Greece},
  pages     = {280--284},
  month     = jul,
  year      = {2014},
  doi       = {10.1109/iisa.2014.6878756}
}

P. Morerio, L. Marcenaro, and C. S. Regazzoni, “A Generative Superpixel Method,” in Proc. 17th Int. Conf. on Information Fusion (FUSION), Salamanca, Spain, Jul. 2014.

@inproceedings{morerio2014generative,
  author    = {Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A Generative Superpixel Method},
  booktitle = {17th Int. Conf. on Information Fusion (FUSION)},
  address   = {Salamanca, Spain},
  month     = jul,
  year      = {2014}
}

P. Morerio, M. Pompei, L. Marcenaro, and C. S. Regazzoni, “Exploiting an event based state estimator in presence of sparse measurements in video analytics,” in Proc. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014, pp. 1871–1875, doi: 10.1109/icassp.2014.6853923.

@inproceedings{morerio2014exploiting,
  author    = {Morerio, P. and Pompei, M. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Exploiting an event based state estimator in presence of sparse measurements in video analytics},
  booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Florence, Italy},
  pages     = {1871--1875},
  month     = may,
  year      = {2014},
  doi       = {10.1109/icassp.2014.6853923}
}

A. Mazzu, S. Chiappino, L. Marcenaro, and C. S. Regazzoni, “A track-before-detect algorithm using joint probabilistic data association filter and interacting multiple models,” in Proc. 2014 IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 2014, pp. 4947–4951, doi: 10.1109/icip.2014.7026002.

@inproceedings{mazzu2014track,
  author    = {Mazzu, A. and Chiappino, S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A track-before-detect algorithm using joint probabilistic data association filter and interacting multiple models},
  booktitle = {2014 IEEE International Conference on Image Processing (ICIP)},
  address   = {Paris, France},
  pages     = {4947--4951},
  month     = oct,
  year      = {2014},
  doi       = {10.1109/icip.2014.7026002}
}

A. Mazzú, S. Chiappino, L. Marcenaro, and C. S. Regazzoni, “A switching fusion filter for dim point target tracking in infra-red video sequences,” in Proc. 17th Int. Conf. on Information Fusion (FUSION), Salamanca, Spain, Jul. 2014.

@inproceedings{mazzu2014switching,
  author    = {Mazzú, A. and Chiappino, S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A switching fusion filter for dim point target tracking in infra-red video sequences},
  booktitle = {17th Int. Conf. on Information Fusion (FUSION)},
  address   = {Salamanca, Spain},
  month     = jul,
  year      = {2014}
}

V. Lim, F. Yalvac, M. Funk, J. Hu, M. Rauterberg, C. Regazzoni, and L. Marcenaro, “Design implications for a community-based social recipe system,” in Proc. World Congress on Sustainable Technologies (WCST-2014), London, United Kingdom, Dec. 2014, pp. 19–26, doi: 10.1109/wcst.2014.7030089.

@inproceedings{lim2014design,
  author    = {Lim, V. and Yalvac, F. and Funk, M. and Hu, J. and Rauterberg, M. and Regazzoni, C. and Marcenaro, L.},
  title     = {Design implications for a community-based social recipe system},
  booktitle = {World Congress on Sustainable Technologies (WCST-2014)},
  address   = {London, United Kingdom},
  pages     = {19--26},
  month     = dec,
  year      = {2014},
  doi       = {10.1109/wcst.2014.7030089}
}

A. E. Gogolev and L. Marcenaro, “Efficient binary consensus in randomized and noisy environments,” in Proc. 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, Apr. 2014, pp. 1–6, doi: 10.1109/issnip.2014.6827594.

@inproceedings{gogolev2014efficient,
  author    = {Gogolev, A. E. and Marcenaro, L.},
  title     = {Efficient binary consensus in randomized and noisy environments},
  booktitle = {2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)},
  address   = {Singapore},
  pages     = {1--6},
  month     = apr,
  year      = {2014},
  doi       = {10.1109/issnip.2014.6827594}
}

A. Gogolev and L. Marcenaro, “Density Classification in Asynchronous Random Networks with Faulty Nodes,” in Proc. 2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Torino, Italy, Feb. 2014, pp. 256–261, doi: 10.1109/pdp.2014.62.

@inproceedings{gogolev2014density,
  author    = {Gogolev, A. and Marcenaro, L.},
  title     = {Density Classification in Asynchronous Random Networks with Faulty Nodes},
  booktitle = {2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing},
  address   = {Torino, Italy},
  pages     = {256--261},
  month     = feb,
  year      = {2014},
  doi       = {10.1109/pdp.2014.62}
}

K. Dabcevic, M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Spectrum Intelligence for Interference Mitigation for Cognitive Radio Terminals,” in Proc. Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe), Rome, Italy, Nov. 2014.

@inproceedings{dabcevic2014spectrum,
  author    = {Dabcevic, K. and Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Spectrum Intelligence for Interference Mitigation for Cognitive Radio Terminals},
  booktitle = {Wireless Innovation Forum European Conf. on Communications Technologies and Software Defined Radio (WInnComm-Europe)},
  address   = {Rome, Italy},
  month     = nov,
  year      = {2014}
}

K. Dabcevic, L. Marcenaro, and C. S. Regazzoni, “SPD-driven Smart Transmission Layer Based on a Software Defined Radio Test Bed Architecture,” in Proc. Int. Conf. on Pervasive and Embedded Computing and Communication Systems (PECCS 2014), Lisbon, Portugal, Jan. 2014.

@inproceedings{dabcevic2014spd,
  author    = {Dabcevic, K. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {SPD-driven Smart Transmission Layer Based on a Software Defined Radio Test Bed Architecture},
  booktitle = {Int. Conf. on Pervasive and Embedded Computing and Communication Systems (PECCS 2014)},
  address   = {Lisbon, Portugal},
  month     = jan,
  year      = {2014}
}

K. Dabcevic, A. Betancourt, L. Marcenaro, and C. S. Regazzoni, “A fictitious play-based game-theoretical approach to alleviating jamming attacks for cognitive radios,” in Proc. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014, doi: 10.1109/icassp.2014.6855191.

@inproceedings{dabcevic2014fictitious,
  author    = {Dabcevic, K. and Betancourt, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A fictitious play-based game-theoretical approach to alleviating jamming attacks for cognitive radios},
  booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Florence, Italy},
  month     = may,
  year      = {2014},
  doi       = {10.1109/icassp.2014.6855191}
}

S. Chiappino, L. Marcenaro, and C. S. Regazzoni, “Information Bottleneck-based relevant knowledge representation in large-scale video surveillance systems,” in Proc. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, May 2014, pp. 4364–4368, doi: 10.1109/icassp.2014.6854426.

@inproceedings{chiappino2014information,
  author    = {Chiappino, S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Information Bottleneck-based relevant knowledge representation in large-scale video surveillance systems},
  booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  address   = {Florence, Italy},
  pages     = {4364--4368},
  month     = may,
  year      = {2014},
  doi       = {10.1109/icassp.2014.6854426}
}

F. Castaldo, F. A. N. Palmieri, V. Bastani, L. Marcenaro, and C. Regazzoni, “Online Bayesian learning and classification of ship-to-ship interactions for port safety,” in Proc. 2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Seoul, South Korea, Aug. 2014, pp. 319–324, doi: 10.1109/avss.2014.6918688.

@inproceedings{castaldo2014online,
  author    = {Castaldo, F. and Palmieri, F. A. N. and Bastani, V. and Marcenaro, L. and Regazzoni, C.},
  title     = {Online Bayesian learning and classification of ship-to-ship interactions for port safety},
  booktitle = {2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Seoul, South Korea},
  pages     = {319--324},
  month     = aug,
  year      = {2014},
  doi       = {10.1109/avss.2014.6918688}
}

F. Castaldo, V. Bastani, L. Marcenaro, F. A. N. Palmieri, and C. Regazzoni, “Abnormal Vessel Behavior Detection in Port Areas Based on Dynamic Bayesian Networks,” in Proc. 17th Int. Conf. on Information Fusion (FUSION), Salamanca, Spain, Jul. 2014.

@inproceedings{castaldo2014abnormal,
  author    = {Castaldo, F. and Bastani, V. and Marcenaro, L. and Palmieri, F. A. N. and Regazzoni, C.},
  title     = {Abnormal Vessel Behavior Detection in Port Areas Based on Dynamic Bayesian Networks},
  booktitle = {17th Int. Conf. on Information Fusion (FUSION)},
  address   = {Salamanca, Spain},
  month     = jul,
  year      = {2014}
}

V. Bastani, L. Marcenaro, and C. Regazzoni, “Unsupervised trajectory pattern classification using hierarchical Dirichlet Process Mixture hidden Markov model,” in Proc. 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Reims, France, Sep. 2014, pp. 1–6, doi: 10.1109/mlsp.2014.6958916.

@inproceedings{bastani2014unsupervised,
  author    = {Bastani, V. and Marcenaro, L. and Regazzoni, C.},
  title     = {Unsupervised trajectory pattern classification using hierarchical Dirichlet Process Mixture hidden Markov model},
  booktitle = {2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
  address   = {Reims, France},
  pages     = {1--6},
  month     = sep,
  year      = {2014},
  doi       = {10.1109/mlsp.2014.6958916}
}

M. W. Baig, E. I. Barakova, L. Marcenaro, M. Rauterberg, and C. S. Regazzoni, “Crowd Emotion Detection Using Dynamic Probabilistic Models,” in Lecture Notes in Computer Science, 2014, pp. 328–337, doi: 10.1007/978-3-319-08864-8_32.

@inproceedings{baig2014crowd,
  author    = {Baig, M. W. and Barakova, E. I. and Marcenaro, L. and Rauterberg, M. and Regazzoni, C. S.},
  title     = {Crowd Emotion Detection Using Dynamic Probabilistic Models},
  booktitle = {Lecture Notes in Computer Science},
  pages     = {328--337},
  year      = {2014},
  doi       = {10.1007/978-3-319-08864-8_32}
}

M. W. Baig, E. I. Barakova, L. Marcenaro, C. S. Regazzoni, and M. Rauterberg, “Bio-inspired probabilistic model for crowd emotion detection,” in Proc. 2014 International Joint Conference on Neural Networks (IJCNN), Beijing, China, Jul. 2014, pp. 3966–3973, doi: 10.1109/ijcnn.2014.6889964.

@inproceedings{baig2014bio,
  author    = {Baig, M. W. and Barakova, E. I. and Marcenaro, L. and Regazzoni, C. S. and Rauterberg, M.},
  title     = {Bio-inspired probabilistic model for crowd emotion detection},
  booktitle = {2014 International Joint Conference on Neural Networks (IJCNN)},
  address   = {Beijing, China},
  pages     = {3966--3973},
  month     = jul,
  year      = {2014},
  doi       = {10.1109/ijcnn.2014.6889964}
}

S. S. Alam, L. Marcenaro, and C. S. Regazzoni, “Impact of transform coding in compressive sensing based wideband cognitive radios,” in Proc. 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE), Aalborg, Denmark, May 2014, pp. 1–5, doi: 10.1109/vitae.2014.6934468.

@inproceedings{alam2014impact,
  author    = {Alam, S. S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Impact of transform coding in compressive sensing based wideband cognitive radios},
  booktitle = {2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems (VITAE)},
  address   = {Aalborg, Denmark},
  pages     = {1--5},
  month     = may,
  year      = {2014},
  doi       = {10.1109/vitae.2014.6934468}
}

2013

S. Shariful Alam, L. Marcenaro, and C. S. Regazzoni, “Enhanced performance in wideband cognitive radios via compressive sensing,” in Proc. 2013 IEEE Global Conference on Signal and Information Processing, Austin, TX, USA, Dec. 2013, pp. 1290–1293, doi: 10.1109/globalsip.2013.6737145.

@inproceedings{sharifulalam2013enhanced,
  author    = {Shariful Alam, S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Enhanced performance in wideband cognitive radios via compressive sensing},
  booktitle = {2013 IEEE Global Conference on Signal and Information Processing},
  address   = {Austin, TX, USA},
  pages     = {1290--1293},
  month     = dec,
  year      = {2013},
  doi       = {10.1109/globalsip.2013.6737145}
}

M. O. Mughal, A. Razi, S. S. Alam, L. Marcenaro, and C. S. Regazzoni, “Analysis of Energy Detector in Cooperative Relay Networks for Cognitive Radios,” in Proc. 2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies, Prague, Czech Republic, Sep. 2013, pp. 220–225, doi: 10.1109/ngmast.2013.47.

@inproceedings{mughal2013analysis,
  author    = {Mughal, M. O. and Razi, A. and Alam, S. S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Analysis of Energy Detector in Cooperative Relay Networks for Cognitive Radios},
  booktitle = {2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies},
  address   = {Prague, Czech Republic},
  pages     = {220--225},
  month     = sep,
  year      = {2013},
  doi       = {10.1109/ngmast.2013.47}
}

P. Morerio, L. Marcenaro, and C. S. Regazzoni, “Hand Detection in First Person Vision,” in Proc. 16th Int. Conf. on Information Fusion (FUSION), Istanbul, Turkey, Jul. 2013.

@inproceedings{morerio2013hand,
  author    = {Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Hand Detection in First Person Vision},
  booktitle = {16th Int. Conf. on Information Fusion (FUSION)},
  address   = {Istanbul, Turkey},
  month     = jul,
  year      = {2013}
}

S. Chiappino, L. Marcenaro, and C. Regazzoni, “Selective attention automatic focus for cognitive crowd monitoring,” in Proc. 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, Krakow, Poland, Aug. 2013, pp. 13–18, doi: 10.1109/avss.2013.6636609.

@inproceedings{chiappino2013selective,
  author    = {Chiappino, S. and Marcenaro, L. and Regazzoni, C.},
  title     = {Selective attention automatic focus for cognitive crowd monitoring},
  booktitle = {2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance},
  address   = {Krakow, Poland},
  pages     = {13--18},
  month     = aug,
  year      = {2013},
  doi       = {10.1109/avss.2013.6636609}
}

S. Chiappino, P. Morerio, L. Marcenaro, and C. S. Regazzoni, “Run Length Encoded Dynamic Bayesian Networks for Probabilistic Interaction Modeling,” in Proc. 21st European Signal Processing Conference (EUSIPCO), Marrakech, Morocco, Sep. 2013.

@inproceedings{chiappino2013run,
  author    = {Chiappino, S. and Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Run Length Encoded Dynamic Bayesian Networks for Probabilistic Interaction Modeling},
  booktitle = {21st European Signal Processing Conference (EUSIPCO)},
  address   = {Marrakech, Morocco},
  month     = sep,
  year      = {2013}
}

S. Chiappino, P. Morerio, L. Marcenaro, and C. S. Regazzoni, “Event definition for stability preservation in bio-inspired cognitive crowd monitoring,” in Proc. 2013 18th International Conference on Digital Signal Processing (DSP), Fira, Santorini, Greece, Jul. 2013, pp. 1–6, doi: 10.1109/icdsp.2013.6622802.

@inproceedings{chiappino2013event,
  author    = {Chiappino, S. and Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Event definition for stability preservation in bio-inspired cognitive crowd monitoring},
  booktitle = {2013 18th International Conference on Digital Signal Processing (DSP)},
  address   = {Fira, Santorini, Greece},
  pages     = {1--6},
  month     = jul,
  year      = {2013},
  doi       = {10.1109/icdsp.2013.6622802}
}

S. Chiappino, P. Morerio, L. Marcenaro, and C. S. Regazzoni, “A bio-inspired knowledge representation method for anomaly detection in cognitive video surveillance systems,” in Proc. 16th Int. Conf. on Information Fusion (FUSION), Istanbul, Turkey, Jul. 2013.

@inproceedings{chiappino2013bio,
  author    = {Chiappino, S. and Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A bio-inspired knowledge representation method for anomaly detection in cognitive video surveillance systems},
  booktitle = {16th Int. Conf. on Information Fusion (FUSION)},
  address   = {Istanbul, Turkey},
  month     = jul,
  year      = {2013}
}

S. S. Alam, L. Marcenaro, and C. S. Regazzoni, “Improved Throughput Performance in Wideband Cognitive Radios via Compressive Sensing,” in Proc. 2013 8th EUROSIM Congress on Modelling and Simulation, Cardiff, United Kingdom, Sep. 2013, pp. 585–590, doi: 10.1109/eurosim.2013.102.

@inproceedings{alam2013improved,
  author    = {Alam, S. S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Improved Throughput Performance in Wideband Cognitive Radios via Compressive Sensing},
  booktitle = {2013 8th EUROSIM Congress on Modelling and Simulation},
  address   = {Cardiff, United Kingdom},
  pages     = {585--590},
  month     = sep,
  year      = {2013},
  doi       = {10.1109/eurosim.2013.102}
}

S. S. Alam, M. O. Mughal, L. Marcenaro, and C. S. Regazzoni, “Computationally Efficient Compressive Sensing in Wideband Cognitive Radios,” in Proc. 2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies, Prague, Czech Republic, Sep. 2013, pp. 226–231, doi: 10.1109/ngmast.2013.48.

@inproceedings{alam2013computationally,
  author    = {Alam, S. S. and Mughal, M. O. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Computationally Efficient Compressive Sensing in Wideband Cognitive Radios},
  booktitle = {2013 Seventh International Conference on Next Generation Mobile Apps, Services and Technologies},
  address   = {Prague, Czech Republic},
  pages     = {226--231},
  month     = sep,
  year      = {2013},
  doi       = {10.1109/ngmast.2013.48}
}

2012

F. Pozzo, L. Marcenaro, C. Regazzoni, and V. Gesmundo, “Location Aware Optimized Link State Routing protocol,” in Proc. 2012 IEEE Military Communications Conference, Orlando, FL, USA, Oct. 2012, pp. 1–6, doi: 10.1109/milcom.2012.6415639.

@inproceedings{pozzo2012location,
  author    = {Pozzo, F. and Marcenaro, L. and Regazzoni, C. and Gesmundo, V.},
  title     = {Location Aware Optimized Link State Routing protocol},
  booktitle = {2012 IEEE Military Communications Conference},
  address   = {Orlando, FL, USA},
  pages     = {1--6},
  month     = oct,
  year      = {2012},
  doi       = {10.1109/milcom.2012.6415639}
}

P. Morerio, L. Marcenaro, and C. S. Regazzoni, “People Count Estimation In Small Crowds,” in Proc. 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, Sep. 2012, pp. 476–480, doi: 10.1109/avss.2012.88.

@inproceedings{morerio2012people,
  author    = {Morerio, P. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {People Count Estimation In Small Crowds},
  booktitle = {2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance},
  address   = {Beijing, China},
  pages     = {476--480},
  month     = sep,
  year      = {2012},
  doi       = {10.1109/avss.2012.88}
}

P. Morerio, L. Marcenaro, C. S. Regazzoni, and G. Gera, “Early fire and smoke detection based on colour features and motion analysis,” in Proc. 2012 19th IEEE International Conference on Image Processing, Orlando, FL, USA, Sep. 2012, pp. 1041–1044, doi: 10.1109/icip.2012.6467041.

@inproceedings{morerio2012early,
  author    = {Morerio, P. and Marcenaro, L. and Regazzoni, C. S. and Gera, G.},
  title     = {Early fire and smoke detection based on colour features and motion analysis},
  booktitle = {2012 19th IEEE International Conference on Image Processing},
  address   = {Orlando, FL, USA},
  pages     = {1041--1044},
  month     = sep,
  year      = {2012},
  doi       = {10.1109/icip.2012.6467041}
}

P. Morerio, K. Dabcevic, L. Marcenaro, and C. S. Regazzoni, “Distributed cognitive radio architecture with automatic frequency switching,” in Proc. 2012 Complexity in Engineering (COMPENG), Aachen, Germany, Jun. 2012, pp. 1–4, doi: 10.1109/compeng.2012.6242968.

@inproceedings{morerio2012distributed,
  author    = {Morerio, P. and Dabcevic, K. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Distributed cognitive radio architecture with automatic frequency switching},
  booktitle = {2012 Complexity in Engineering (COMPENG)},
  address   = {Aachen, Germany},
  pages     = {1--4},
  month     = jun,
  year      = {2012},
  doi       = {10.1109/compeng.2012.6242968}
}

L. Marcenaro, P. Morerio, and C. S. Regazzoni, “Performance Evaluation of Multi-camera Visual Tracking,” in Proc. 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, Sep. 2012, pp. 464–469, doi: 10.1109/avss.2012.86.

@inproceedings{marcenaro2012performance,
  author    = {Marcenaro, L. and Morerio, P. and Regazzoni, C. S.},
  title     = {Performance Evaluation of Multi-camera Visual Tracking},
  booktitle = {2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance},
  address   = {Beijing, China},
  pages     = {464--469},
  month     = sep,
  year      = {2012},
  doi       = {10.1109/avss.2012.86}
}

S. Chiappino, P. Morerio, L. Marcenaro, E. Fuiano, G. Repetto, and C. S. Regazzoni, “A multi-sensor cognitive approach for active security monitoring of abnormal overcrowding situations in critical infrastructure,” in Proc. 15th Int. Conf. on Information Fusion (FUSION), Singapore, Jul. 2012.

@inproceedings{chiappino2012multi,
  author    = {Chiappino, S. and Morerio, P. and Marcenaro, L. and Fuiano, E. and Repetto, G. and Regazzoni, C. S.},
  title     = {A multi-sensor cognitive approach for active security monitoring of abnormal overcrowding situations in critical infrastructure},
  booktitle = {15th Int. Conf. on Information Fusion (FUSION)},
  address   = {Singapore},
  month     = jul,
  year      = {2012}
}

2011

S. de Titta, G. Gera, and L. Marcenaro, “VTrack: Video analytics for automatic video-surveillance,” in Proc. 2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Klagenfurt, Austria, Aug. 2011, pp. 536–538, doi: 10.1109/avss.2011.6027405.

@inproceedings{detitta2011vtrack,
  author    = {de Titta, S. and Gera, G. and Marcenaro, L.},
  title     = {VTrack: Video analytics for automatic video-surveillance},
  booktitle = {2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  address   = {Klagenfurt, Austria},
  pages     = {536--538},
  month     = aug,
  year      = {2011},
  doi       = {10.1109/avss.2011.6027405}
}

L. Ciardelli, L. Marcenaro, and C. S. Regazzoni, “Joint Video-CANbus Sensing Framework for Smart Automotive Safety,” in Proc. Riunione Annuale GTTI 2011, Messina, Italy, Jun. 2011.

@inproceedings{ciardelli2011jointb,
  author    = {Ciardelli, L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Joint Video-CANbus Sensing Framework for Smart Automotive Safety},
  booktitle = {Riunione Annuale GTTI 2011},
  address   = {Messina, Italy},
  month     = jun,
  year      = {2011}
}

L. Ciardelli, L. Marcenaro, and C. S. Regazzoni, “Joint Video-CANbus Sensing Framework for Enhanced Automotive Safety,” in Proc. 53rd Int. Symposium ELMAR-2011, Zadar, Croatia, Sep. 2011.

@inproceedings{ciardelli2011joint,
  author    = {Ciardelli, L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Joint Video-CANbus Sensing Framework for Enhanced Automotive Safety},
  booktitle = {53rd Int. Symposium ELMAR-2011},
  address   = {Zadar, Croatia},
  month     = sep,
  year      = {2011}
}

M. S. Alvarez, L. Marcenaro, and C. S. Regazzoni, “Efficient framework for extended visual object tracking,” in Proc. 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, Nov. 2011, pp. 1831–1838, doi: 10.1109/iccvw.2011.6130471.

@inproceedings{alvarez2011efficient,
  author    = {Alvarez, M. S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Efficient framework for extended visual object tracking},
  booktitle = {2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)},
  address   = {Barcelona, Spain},
  pages     = {1831--1838},
  month     = nov,
  year      = {2011},
  doi       = {10.1109/iccvw.2011.6130471}
}

2007

L. Marcenaro, I. Magliano, A. Beoldo, M. Valla, and C. S. Regazzoni, “Multi-camera indoor video processing for context awareness,” in Proc. 3rd International ICST Conference on Mobile Multimedia Communications, Nafpaktos, Greece, 2007, doi: 10.4108/icst.mobimedia2007.1743.

@inproceedings{marcenaro2007multi,
  author    = {Marcenaro, L. and Magliano, I. and Beoldo, A. and Valla, M. and Regazzoni, C. S.},
  title     = {Multi-camera indoor video processing for context awareness},
  booktitle = {3rd International ICST Conference on Mobile Multimedia Communications},
  address   = {Nafpaktos, Greece},
  year      = {2007},
  doi       = {10.4108/icst.mobimedia2007.1743}
}

A. F. Cattoni, A. Calbi, C. Bonamico, L. Marcenaro, F. Lavagetto, and C. S. Regazzoni, “Indoor/outdoor navigation services provision through a mixed video/radio localization system,” in Proc. European Navigation Conference – Global Navigation Satellite Systems (ENC-GNSS), Geneva, Switzerland, May 2007.

@inproceedings{cattoni2007indoor,
  author    = {Cattoni, A. F. and Calbi, A. and Bonamico, C. and Marcenaro, L. and Lavagetto, F. and Regazzoni, C. S.},
  title     = {Indoor/outdoor navigation services provision through a mixed video/radio localization system},
  booktitle = {European Navigation Conference – Global Navigation Satellite Systems (ENC-GNSS)},
  address   = {Geneva, Switzerland},
  month     = may,
  year      = {2007}
}

A. Calbi, A. Dore, L. Marcenaro, and C. S. Regazzoni, “Multimodal Cognitive System For Immersive User Interaction,” in Proc. ImmersCom, Bussolengo (Verona), Italy, 2007, doi: 10.4108/icst.immerscom2007.2259.

@inproceedings{calbi2007multimodal,
  author    = {Calbi, A. and Dore, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Multimodal Cognitive System For Immersive User Interaction},
  booktitle = {ImmersCom},
  address   = {Bussolengo (Verona), Italy},
  year      = {2007},
  doi       = {10.4108/icst.immerscom2007.2259}
}

2006

A. Calbi, C. Regazzoni, and L. Marcenaro, “Dynamic Scene Reconstruction for Efficient Remote Surveillance,” in Proc. 2006 IEEE International Conference on Video and Signal Based Surveillance, Sydney, Australia, Nov. 2006, pp. 99–99, doi: 10.1109/avss.2006.45.

@inproceedings{calbi2006dynamicb,
  author    = {Calbi, A. and Regazzoni, C. and Marcenaro, L.},
  title     = {Dynamic Scene Reconstruction for Efficient Remote Surveillance},
  booktitle = {2006 IEEE International Conference on Video and Signal Based Surveillance},
  address   = {Sydney, Australia},
  pages     = {99--99},
  month     = nov,
  year      = {2006},
  doi       = {10.1109/avss.2006.45}
}

2005

F. Ziliani, S. Velastin, F. Porikli, L. Marcenaro, T. Kelliher, A. Cavallaro, and P. Bruneaut, “Performance evaluation of event detection solutions: the creds experience,” in Proc. IEEE Conference on Advanced Video and Signal Based Surveillance, 2005, Como, Italy, 2005, pp. 201–206, doi: 10.1109/avss.2005.1577267.

@inproceedings{ziliani2005performance,
  author    = {Ziliani, F. and Velastin, S. and Porikli, F. and Marcenaro, L. and Kelliher, T. and Cavallaro, A. and Bruneaut, P.},
  title     = {Performance evaluation of event detection solutions: the creds experience},
  booktitle = {IEEE Conference on Advanced Video and Signal Based Surveillance, 2005},
  address   = {Como, Italy},
  pages     = {201--206},
  year      = {2005},
  doi       = {10.1109/avss.2005.1577267}
}

M. Spirito, C. S. Regazzoni, and L. Marcenaro, “Automatic detection of dangerous events for underground surveillance,” in Proc. IEEE Conference on Advanced Video and Signal Based Surveillance, 2005, Como, Italy, 2005, pp. 195–200, doi: 10.1109/avss.2005.1577266.

@inproceedings{spirito2005automatic,
  author    = {Spirito, M. and Regazzoni, C. S. and Marcenaro, L.},
  title     = {Automatic detection of dangerous events for underground surveillance},
  booktitle = {IEEE Conference on Advanced Video and Signal Based Surveillance, 2005},
  address   = {Como, Italy},
  pages     = {195--200},
  year      = {2005},
  doi       = {10.1109/avss.2005.1577266}
}

2004

G. Scotti, L. Marcenaro, C. Coelho, F. Selvaggi, and C. S. Regazzoni, “A novel dual camera intelligent sensor for high definition 360 degrees surveillance,” in Proc. IEE Intelligent Distributed Surveillance Systems, London, UK, Feb. 2004, pp. 26–30.

@inproceedings{scotti2004novel,
  author    = {Scotti, G. and Marcenaro, L. and Coelho, C. and Selvaggi, F. and Regazzoni, C. S.},
  title     = {A novel dual camera intelligent sensor for high definition 360 degrees surveillance},
  booktitle = {IEE Intelligent Distributed Surveillance Systems},
  address   = {London, UK},
  pages     = {26--30},
  month     = feb,
  year      = {2004}
}

2003

G. Scotti, L. Marcenaro, and C. S. Regazzoni, “A S.O.M. based algorithm for video surveillance system parameter optimal selection,” in Proc. IEEE Conf. on Advanced Video and Signal Based Surveillance (AVSS 2003), Miami, FL, USA, Jul. 2003, pp. 370.

@inproceedings{scotti2003s,
  author    = {Scotti, G. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A S.O.M. based algorithm for video surveillance system parameter optimal selection},
  booktitle = {IEEE Conf. on Advanced Video and Signal Based Surveillance (AVSS 2003)},
  address   = {Miami, FL, USA},
  pages     = {370},
  month     = jul,
  year      = {2003}
}

L. Marchesotti, L. Marcenaro, and C. S. Regazzoni, “Dual camera system for face detection in unconstrained environments,” in Proc. IEEE Int. Conf. on Image Processing (ICIP), Barcelona, Spain, Sep. 2003, pp. I-681–I-684.

@inproceedings{marchesotti2003dual,
  author    = {Marchesotti, L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Dual camera system for face detection in unconstrained environments},
  booktitle = {IEEE Int. Conf. on Image Processing (ICIP)},
  address   = {Barcelona, Spain},
  pages     = {I-681--I-684},
  month     = sep,
  year      = {2003}
}

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “Moving objects self-generated illumination variations removal for automatic video-surveillance systems,” in Proc. SPIE Visual Communications and Image Processing (VCIP), Lugano, Switzerland, Jul. 2003, pp. 414–421.

@inproceedings{marcenaro2003moving,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {Moving objects self-generated illumination variations removal for automatic video-surveillance systems},
  booktitle = {SPIE Visual Communications and Image Processing (VCIP)},
  editor    = {Ebrahimi, T. and Sikora, T.},
  address   = {Lugano, Switzerland},
  volume    = {5150},
  pages     = {414--421},
  month     = jul,
  year      = {2003}
}

L. Marcenaro, M. Gandetto, and C. S. Regazzoni, “Localization and classification of partially overlapped objects using self-organizing trees,” in Proc. 2003 International Conference on Image Processing, Barcelona, Spain, 2003, pp. III-137-40, doi: 10.1109/icip.2003.1247200.

@inproceedings{marcenaro2003localization,
  author    = {Marcenaro, L. and Gandetto, M. and Regazzoni, C. S.},
  title     = {Localization and classification of partially overlapped objects using self-organizing trees},
  booktitle = {2003 International Conference on Image Processing},
  address   = {Barcelona, Spain},
  volume    = {2},
  pages     = {III-137-40},
  year      = {2003},
  doi       = {10.1109/icip.2003.1247200}
}

L. Marcenaro, “A distributed dynamic reconfigurable system for ambient intelligence,” in Proc. IEE Symposium Intelligent Distributed Surveillance Systems, London, UK, 2003, pp. 21–21, doi: 10.1049/ic:20030047.

@inproceedings{marcenaro2003distributedb,
  author    = {Marcenaro, L.},
  title     = {A distributed dynamic reconfigurable system for ambient intelligence},
  booktitle = {IEE Symposium Intelligent Distributed Surveillance Systems},
  address   = {London, UK},
  volume    = {2003},
  pages     = {21--21},
  year      = {2003},
  doi       = {10.1049/ic:20030047}
}

2002

F. Oberti, L. Marcenaro, and C. S. Regazzoni, “Real-time change detection methods for video-surveillance systems with mobile camera,” in Proc. 11th European Signal Processing Conference (EUSIPCO), Toulouse, France, Sep. 2002, pp. 37–40.

@inproceedings{oberti2002real,
  author    = {Oberti, F. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Real-time change detection methods for video-surveillance systems with mobile camera},
  booktitle = {11th European Signal Processing Conference (EUSIPCO)},
  address   = {Toulouse, France},
  pages     = {37--40},
  month     = sep,
  year      = {2002}
}

L. Marchesotti, L. Marcenaro, and C. S. Regazzoni, “A video surveillance architecture for alarm generation and video sequences retrieval,” in Proc. IEEE Int. Conf. on Image Processing (ICIP), Rochester, NY, USA, Sep. 2002, pp. I-892–I-895.

@inproceedings{marchesotti2002video,
  author    = {Marchesotti, L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {A video surveillance architecture for alarm generation and video sequences retrieval},
  booktitle = {IEEE Int. Conf. on Image Processing (ICIP)},
  address   = {Rochester, NY, USA},
  pages     = {I-892--I-895},
  month     = sep,
  year      = {2002}
}

L. Marchesotti, L. Marcenaro, and C. S. Regazzoni, “Tracking and counting multiple interacting pedestrians in indoor scenes,” in Proc. 3rd IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2002), Copenhagen, Denmark, Jun. 2002.

@inproceedings{marchesotti2002tracking,
  author    = {Marchesotti, L. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Tracking and counting multiple interacting pedestrians in indoor scenes},
  booktitle = {3rd IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2002)},
  address   = {Copenhagen, Denmark},
  month     = jun,
  year      = {2002}
}

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “A system for heterogeneous data collection for ambient intelligence,” in Proc. Tyrrhenian Int. Workshop on Digital Communications (IWDC 2002), Capri, Italy, Sep. 2002.

@inproceedings{marcenaro2002system,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {A system for heterogeneous data collection for ambient intelligence},
  booktitle = {Tyrrhenian Int. Workshop on Digital Communications (IWDC 2002)},
  address   = {Capri, Italy},
  month     = sep,
  year      = {2002}
}

L. Marcenaro, M. Ferrari, L. Marchesotti, and C. S. Regazzoni, “Multiple object tracking under heavy occlusions by using Kalman filters based on shape matching,” in Proc. International Conference on Image Processing, Toronto, Ont., Canada, 2002, pp. III-341-III-344, doi: 10.1109/icip.2002.1038975.

@inproceedings{marcenaro2002multiple,
  author    = {Marcenaro, L. and Ferrari, M. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {Multiple object tracking under heavy occlusions by using Kalman filters based on shape matching},
  booktitle = {International Conference on Image Processing},
  address   = {Toronto, Ont., Canada},
  volume    = {1},
  pages     = {III-341-III-344},
  year      = {2002},
  doi       = {10.1109/icip.2002.1038975}
}

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “A multi-resolution outdoor dual camera system for robust video-event metadata extraction,” in Proc. Fifth International Conference on Information Fusion. FUSION 2002, Annapolis, MD, USA, 2002, pp. 1184–1189, doi: 10.1109/icif.2002.1020947.

@inproceedings{marcenaro2002multi,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {A multi-resolution outdoor dual camera system for robust video-event metadata extraction},
  booktitle = {Fifth International Conference on Information Fusion. FUSION 2002},
  address   = {Annapolis, MD, USA},
  volume    = {2},
  pages     = {1184--1189},
  year      = {2002},
  doi       = {10.1109/icif.2002.1020947}
}

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “Heterogeneous data collection and representation within a distributed smart space architecture,” in Proc. Advanced Concepts for Intelligent Vision Systems (ACIVS 2002), Ghent, Belgium, Sep. 2002, pp. 229–233.

@inproceedings{marcenaro2002heterogeneous,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {Heterogeneous data collection and representation within a distributed smart space architecture},
  booktitle = {Advanced Concepts for Intelligent Vision Systems (ACIVS 2002)},
  address   = {Ghent, Belgium},
  pages     = {229--233},
  month     = sep,
  year      = {2002}
}

2001

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Object tracking and shoslif tree based classification using shape and colour features,” in Proc. Workshop on Advanced Video-based Surveillance Systems (AVBS 2001), Kingston, UK, Sep. 2001.

@inproceedings{marcenaro2001object,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Object tracking and shoslif tree based classification using shape and colour features},
  booktitle = {Workshop on Advanced Video-based Surveillance Systems (AVBS 2001)},
  address   = {Kingston, UK},
  month     = sep,
  year      = {2001}
}

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Multiple objects colour-based tracking using multiple cameras in complex time-varying outdoor scenes,” in Proc. 2nd IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2001), Kauai, HI, USA, Dec. 2001.

@inproceedings{marcenaro2001multiple,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Multiple objects colour-based tracking using multiple cameras in complex time-varying outdoor scenes},
  booktitle = {2nd IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2001)},
  address   = {Kauai, HI, USA},
  month     = dec,
  year      = {2001}
}

L. Marcenaro, G. Vernazza, and C. S. Regazzoni, “Image stabilization algorithms for video-surveillance applications,” in Proc. 2001 International Conference on Image Processing, Thessaloniki, Greece, 2001, pp. 349–352, doi: 10.1109/icip.2001.959025.

@inproceedings{marcenaro2001image,
  author    = {Marcenaro, L. and Vernazza, G. and Regazzoni, C. S.},
  title     = {Image stabilization algorithms for video-surveillance applications},
  booktitle = {2001 International Conference on Image Processing},
  address   = {Thessaloniki, Greece},
  volume    = {1},
  pages     = {349--352},
  year      = {2001},
  doi       = {10.1109/icip.2001.959025}
}

2000

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Short-memory shape models for ground-plane predictive object tracking,” in Proc. IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2000), Grenoble, France, Mar. 2000, pp. 50–56.

@inproceedings{marcenaro2000short,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Short-memory shape models for ground-plane predictive object tracking},
  booktitle = {IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2000)},
  address   = {Grenoble, France},
  pages     = {50--56},
  month     = mar,
  year      = {2000}
}

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “On line self-organizing non-rigid shape description in multiple objects scenes,” in Proc. Workshop on Real-Time Image Sequence Analysis (RISA 2000), Oulu, Finland, Sep. 2000, pp. 63–78.

@inproceedings{marcenaro2000line,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {On line self-organizing non-rigid shape description in multiple objects scenes},
  booktitle = {Workshop on Real-Time Image Sequence Analysis (RISA 2000)},
  address   = {Oulu, Finland},
  pages     = {63--78},
  month     = sep,
  year      = {2000}
}

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Change detection methods for automatic scene analysis by using mobile surveillance cameras,” in Proc. 2000 International Conference on Image Processing, Vancouver, BC, Canada, 2000, pp. 244–247, doi: 10.1109/icip.2000.900940.

@inproceedings{marcenaro2000change,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Change detection methods for automatic scene analysis by using mobile surveillance cameras},
  booktitle = {2000 International Conference on Image Processing},
  address   = {Vancouver, BC, Canada},
  volume    = {1},
  pages     = {244--247},
  year      = {2000},
  doi       = {10.1109/icip.2000.900940}
}

L. Marcenaro, C. S. Regazzoni, and G. Vernazza, “Automatic generation of the statistical model of a non-rigid object in a multiple-camera environment,” in Proc. 15th International Conference on Pattern Recognition. ICPR-2000, Barcelona, Spain, 2000, pp. 530–533, doi: 10.1109/icpr.2000.905392.

@inproceedings{marcenaro2000automatic,
  author    = {Marcenaro, L. and Regazzoni, C. S. and Vernazza, G.},
  title     = {Automatic generation of the statistical model of a non-rigid object in a multiple-camera environment},
  booktitle = {15th International Conference on Pattern Recognition. ICPR-2000},
  address   = {Barcelona, Spain},
  volume    = {1},
  pages     = {530--533},
  year      = {2000},
  doi       = {10.1109/icpr.2000.905392}
}

L. Marcenaro, G. Gera, and C. S. Regazzoni, “Adaptive change detection approach for object detection in outdoor scenes under variable speed illumination changes,” in Proc. 10th European Signal Processing Conference (EUSIPCO), Tampere, Finland, Sep. 2000, pp. 1025–1028.

@inproceedings{marcenaro2000adaptive,
  author    = {Marcenaro, L. and Gera, G. and Regazzoni, C. S.},
  title     = {Adaptive change detection approach for object detection in outdoor scenes under variable speed illumination changes},
  booktitle = {10th European Signal Processing Conference (EUSIPCO)},
  address   = {Tampere, Finland},
  pages     = {1025--1028},
  month     = sep,
  year      = {2000}
}

Book chapters

2019

A. Toma, C. Regazzoni, L. Marcenaro, and Y. Gao, “Learning Dynamic Jamming Models in Cognitive Radios,” in Handbook of Cognitive Radio. Springer Singapore, 2019, pp. 1987–2023, doi: 10.1007/978-981-10-1394-2_64.

@incollection{toma2019learning,
  author    = {Toma, A. and Regazzoni, C. and Marcenaro, L. and Gao, Y.},
  title     = {Learning Dynamic Jamming Models in Cognitive Radios},
  booktitle = {Handbook of Cognitive Radio},
  publisher = {Springer Singapore},
  pages     = {1987--2023},
  year      = {2019},
  doi       = {10.1007/978-981-10-1394-2_64}
}

A. Toma, T. Nawaz, L. Marcenaro, C. Regazzoni, and Y. Gao, “Exploiting ST-Based Representation for High Sampling Rate Dynamic Signals,” in Lecture Notes on Data Engineering and Communications Technologies. Springer International Publishing, 2019, pp. 203–217, doi: 10.1007/978-3-030-11437-4_16.

@incollection{toma2019exploiting,
  author    = {Toma, A. and Nawaz, T. and Marcenaro, L. and Regazzoni, C. and Gao, Y.},
  title     = {Exploiting ST-Based Representation for High Sampling Rate Dynamic Signals},
  booktitle = {Lecture Notes on Data Engineering and Communications Technologies},
  publisher = {Springer International Publishing},
  pages     = {203--217},
  year      = {2019},
  doi       = {10.1007/978-3-030-11437-4_16}
}

K. Davis-Owusu, E. Owusu, L. Marcenaro, C. Regazzoni, L. Feijs, and J. Hu, “Towards a Deeper Understanding of the Behavioural Implications of Bidirectional Activity-Based Ambient Displays in Ambient Assisted Living Environments,” in Lecture Notes in Computer Science. Springer International Publishing, 2019, pp. 108–151, doi: 10.1007/978-3-030-10752-9_6.

@incollection{davisowusu2019deeper,
  author    = {Davis-Owusu, K. and Owusu, E. and Marcenaro, L. and Regazzoni, C. and Feijs, L. and Hu, J.},
  title     = {Towards a Deeper Understanding of the Behavioural Implications of Bidirectional Activity-Based Ambient Displays in Ambient Assisted Living Environments},
  booktitle = {Lecture Notes in Computer Science},
  publisher = {Springer International Publishing},
  pages     = {108--151},
  year      = {2019},
  doi       = {10.1007/978-3-030-10752-9_6}
}

2017

M. Cesena, C. S. Regazzoni, L. Marcenaro, A. Toma, T. Tassadaq, K. Dabcevic, G. Hatzivasilis, K. Fysarakis, C. Manifavas, I. Papaefstathiou, P. Azzoni, and K. Stefanidis, “SHIELD technology demonstrators,” in Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology. Boca Raton, FL, USA: CRC Press, 2017, pp. 360–411, doi: 10.1201/9781138042858.

@incollection{cesena2017shield,
  author    = {Cesena, M. and Regazzoni, C. S. and Marcenaro, L. and Toma, A. and Tassadaq, T. and Dabcevic, K. and Hatzivasilis, G. and Fysarakis, K. and Manifavas, C. and Papaefstathiou, I. and Azzoni, P. and Stefanidis, K.},
  title     = {SHIELD technology demonstrators},
  booktitle = {Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology},
  publisher = {CRC Press},
  address   = {Boca Raton, FL, USA},
  pages     = {360--411},
  year      = {2017},
  doi       = {10.1201/9781138042858}
}

P. Azzoni, L. Geretti, A. Abramo, K. Stefanidis, J. Gialelis, A. Papalambrou, D. Serpanos, K. Rantos, A. Toma, T. Tassadaq, K. Dabcevic, C. S. Regazzoni, L. Marcenaro, M. Traversone, M. Cesena, and S. Mignanti, “Security, privacy, and dependability technologies,” in Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology. Boca Raton, FL, USA: CRC Press, 2017, pp. 30–103, doi: 10.1201/9781138042858.

@incollection{azzoni2017security,
  author    = {Azzoni, P. and Geretti, L. and Abramo, A. and Stefanidis, K. and Gialelis, J. and Papalambrou, A. and Serpanos, D. and Rantos, K. and Toma, A. and Tassadaq, T. and Dabcevic, K. and Regazzoni, C. S. and Marcenaro, L. and Traversone, M. and Cesena, M. and Mignanti, S.},
  title     = {Security, privacy, and dependability technologies},
  booktitle = {Measurable and Composable Security, Privacy, and Dependability for Cyberphysical Systems: The SHIELD Methodology},
  publisher = {CRC Press},
  address   = {Boca Raton, FL, USA},
  pages     = {30--103},
  year      = {2017},
  doi       = {10.1201/9781138042858}
}

2013

L. Marcenaro, M. Soto, and C. S. Regazzoni, “Dynamic Bayesian multi-target tracking for behavior and interaction detection,” in Effective Surveillance for Homeland Security: Balancing Technology and Social Issues, F. Flammini, R. Setola, and G. Franceschetti, Eds. Boca Raton, FL, USA: CRC Press, 2013, doi: 10.1201/b14839.

@incollection{marcenaro2013dynamic,
  author    = {Marcenaro, L. and Soto, M. and Regazzoni, C. S.},
  title     = {Dynamic Bayesian multi-target tracking for behavior and interaction detection},
  booktitle = {Effective Surveillance for Homeland Security: Balancing Technology and Social Issues},
  editor    = {Flammini, F. and Setola, R. and Franceschetti, G.},
  publisher = {CRC Press},
  address   = {Boca Raton, FL, USA},
  year      = {2013},
  doi       = {10.1201/b14839}
}

K. Dabcevic, L. Marcenaro, and C. S. Regazzoni, “Security in Cognitive Radio Networks,” in Advances in Wireless Technologies and Telecommunication. IGI Global, 2013, pp. 301–335, doi: 10.4018/978-1-4666-4189-1.ch013.

@incollection{dabcevic2013security,
  author    = {Dabcevic, K. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Security in Cognitive Radio Networks},
  booktitle = {Advances in Wireless Technologies and Telecommunication},
  publisher = {IGI Global},
  pages     = {301--335},
  year      = {2013},
  doi       = {10.4018/978-1-4666-4189-1.ch013}
}

S. S. Alam, L. Marcenaro, and C. S. Regazzoni, “Opportunistic Spectrum Sensing and Transmissions,” in Cognitive Radio and Interference Management: Technology and Strategy, M.-L. Ku and J.-C. Lin, Eds. Hershey, PA, USA: IGI Global, 2013, pp. 1–28, doi: 10.4018/978-1-4666-2005-6.ch001.

@incollection{alam2013opportunistic,
  author    = {Alam, S. S. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Opportunistic Spectrum Sensing and Transmissions},
  booktitle = {Cognitive Radio and Interference Management: Technology and Strategy},
  editor    = {Ku, M.-L. and Lin, J.-C.},
  publisher = {IGI Global},
  address   = {Hershey, PA, USA},
  pages     = {1--28},
  year      = {2013},
  doi       = {10.4018/978-1-4666-2005-6.ch001}
}

2012

S. Chiappino, L. Marcenaro, P. Morerio, and C. Regazzoni, “Event Based Switched Dynamic Bayesian Networks for Autonomous Cognitive Crowd Monitoring,” in Augmented Vision and Reality. Springer Berlin Heidelberg, 2012, pp. 93–122, doi: 10.1007/8612_2012_8.

@incollection{chiappino2012event,
  author    = {Chiappino, S. and Marcenaro, L. and Morerio, P. and Regazzoni, C.},
  title     = {Event Based Switched Dynamic Bayesian Networks for Autonomous Cognitive Crowd Monitoring},
  booktitle = {Augmented Vision and Reality},
  publisher = {Springer Berlin Heidelberg},
  pages     = {93--122},
  month     = sep,
  year      = {2012},
  doi       = {10.1007/8612_2012_8}
}

2006

A. Calbi, L. Marcenaro, and C. S. Regazzoni, “Dynamic Scene Reconstruction for 3D Virtual Guidance,” in Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2006, pp. 179–186, doi: 10.1007/11893004_23.

@incollection{calbi2006dynamic,
  author    = {Calbi, A. and Marcenaro, L. and Regazzoni, C. S.},
  title     = {Dynamic Scene Reconstruction for 3D Virtual Guidance},
  booktitle = {Lecture Notes in Computer Science},
  publisher = {Springer Berlin Heidelberg},
  pages     = {179--186},
  year      = {2006},
  doi       = {10.1007/11893004_23}
}

2003

L. Marcenaro, L. Marchesotti, and C. S. Regazzoni, “Distributed Metadata Extraction Strategies in a Multi-Resolution Dual Camera System,” in Multisensor Surveillance Systems. Springer US, 2003, pp. 29–41, doi: 10.1007/978-1-4615-0371-2_2.

@incollection{marcenaro2003distributed,
  author    = {Marcenaro, L. and Marchesotti, L. and Regazzoni, C. S.},
  title     = {Distributed Metadata Extraction Strategies in a Multi-Resolution Dual Camera System},
  booktitle = {Multisensor Surveillance Systems},
  publisher = {Springer US},
  pages     = {29--41},
  year      = {2003},
  doi       = {10.1007/978-1-4615-0371-2_2}
}

2002

C. S. Regazzoni and L. Marcenaro, “Object Detection and Tracking in Distributed Surveillance Systems Using Multiple Cameras,” in Multisensor Fusion. Springer Netherlands, 2002, pp. 541–572, doi: 10.1007/978-94-010-0556-2_25.

@incollection{regazzoni2002object,
  author    = {Regazzoni, C. S. and Marcenaro, L.},
  title     = {Object Detection and Tracking in Distributed Surveillance Systems Using Multiple Cameras},
  booktitle = {Multisensor Fusion},
  publisher = {Springer Netherlands},
  pages     = {541--572},
  year      = {2002},
  doi       = {10.1007/978-94-010-0556-2_25}
}

L. Marcenaro, F. Oberti, and C. S. Regazzoni, “Object Tracking and Shoslif Tree Based Classification Using Shape and Color Features,” in Video-Based Surveillance Systems. Springer US, 2002, pp. 123–134, doi: 10.1007/978-1-4615-0913-4_10.

@incollection{marcenaro2002object,
  author    = {Marcenaro, L. and Oberti, F. and Regazzoni, C. S.},
  title     = {Object Tracking and Shoslif Tree Based Classification Using Shape and Color Features},
  booktitle = {Video-Based Surveillance Systems},
  publisher = {Springer US},
  pages     = {123--134},
  year      = {2002},
  doi       = {10.1007/978-1-4615-0913-4_10}
}

2000

L. Marcenaro and C. S. Regazzoni, “Dynamic Shape Detection for Multiple Camera Systems,” in Multimedia Video-Based Surveillance Systems. Springer US, 2000, pp. 71–83, doi: 10.1007/978-1-4615-4327-5_7.

@incollection{marcenaro2000dynamic,
  author    = {Marcenaro, L. and Regazzoni, C. S.},
  title     = {Dynamic Shape Detection for Multiple Camera Systems},
  booktitle = {Multimedia Video-Based Surveillance Systems},
  publisher = {Springer US},
  pages     = {71--83},
  year      = {2000},
  doi       = {10.1007/978-1-4615-4327-5_7}
}

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Lucio Marcenaro

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