% Publications of Lucio Marcenaro (223 entries)
% https://luciomarcenaro.github.io/publications/

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}