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Mohamad Baydoun
Mohamad Baydoun
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Learning switching models for abnormality detection for autonomous driving
M Baydoun, D Campo, V Sanguineti, L Marcenaro, A Cavallaro, ...
2018 21st International Conference on Information Fusion (FUSION), 2606-2613, 2018
392018
A multi-perspective approach to anomaly detection for self-aware embodied agents
M Baydoun, M Ravanbakhsh, D Campo, P Marin, D Martin, L Marcenaro, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
282018
Learning multi-modal self-awareness models for autonomous vehicles from human driving
M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ...
2018 21st International Conference on Information Fusion (FUSION), 1866-1873, 2018
232018
Hierarchy of GANs for learning embodied self-awareness model
M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ...
2018 25th IEEE International Conference on Image Processing (ICIP), 1987-1991, 2018
172018
Learning probabilistic awareness models for detecting abnormalities in vehicle motions
D Campo, M Baydoun, P Marin, D Martin, L Marcenaro, A de la Escalera, ...
IEEE Transactions on Intelligent Transportation Systems 21 (3), 1308-1320, 2019
132019
Dynamic bayesian approach for decision-making in ego-things
D Kanapram, D Campo, M Baydoun, L Marcenaro, EL Bodanese, ...
2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 909-914, 2019
132019
Anomaly detection in video data based on probabilistic latent space models
G Slavic, D Campo, M Baydoun, P Marin, D Martin, L Marcenaro, ...
2020 IEEE conference on evolving and adaptive intelligent systems (EAIS), 1-8, 2020
122020
Clustering optimization for abnormality detection in semi-autonomous systems
H Iqbal, D Campo, M Baydoun, L Marcenaro, DM Gomez, C Regazzoni
1st international workshop on multimodal understanding and learning for …, 2019
112019
Self-learning Bayesian generative models for jammer detection in cognitive-UAV-radios
A Krayani, M Baydoun, L Marcenaro, AS Alam, C Regazzoni
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020
92020
Learning a switching Bayesian model for jammer detection in the cognitive-radio-based Internet of Things
M Farrukh, A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 380-385, 2019
92019
Modeling and classification of trajectories based on a gaussian process decomposition into discrete components
D Campo, M Baydoun, L Marcenaro, A Cavallaro, CS Regazzoni
2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017
82017
Unsupervised trajectory modeling based on discrete descriptors for classifying moving objects in video sequences
D Campo, M Baydoun, L Marcenaro, A Cavallaro, CS Regazzoni
2018 25th IEEE International Conference on Image Processing (ICIP), 833-837, 2018
72018
Smart jammer detection for self-aware cognitive uav radios
A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020
62020
Learning self-awareness for autonomous vehicles: Exploring multisensory incremental models
M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ...
IEEE Transactions on Intelligent Transportation Systems 22 (6), 3372-3386, 2020
62020
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio
A Krayani, M Farrukh, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
62019
Prediction of multi-target dynamics using discrete descriptors: an interactive approach
M Baydoun, D Campo, D Kanapram, L Marcenaro, CS Regazzoni
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
62019
Multilevel anomaly detection through variational autoencoders and bayesian models for self-aware embodied agents
G Slavic, M Baydoun, D Campo, L Marcenaro, C Regazzoni
IEEE Transactions on Multimedia 24, 1399-1414, 2021
42021
Continual learning of predictive models in video sequences via variational autoencoders
D Campo, G Slavic, M Baydoun, L Marcenaro, C Regazzoni
2020 IEEE International Conference on Image Processing (ICIP), 753-757, 2020
42020
Task-dependent saliency estimation from trajectories of agents in video sequences
D Campo, M Baydoun, L Marcenaro, CS Regazzoni
2017 IEEE International Conference on Image Processing (ICIP), 4252-4256, 2017
32017
Hand pose recognition in First Person Vision through graph spectral analysis
M Baydoun, A Betancourt, P Morerio, L Marcenaro, M Rauterberg, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
32017
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