Online pedestrian group walking event detection using spectral analysis of motion similarity graph. - Vahid Bastani; Damian Campo; Lucio Marcenaro; Carlo S. Regazzoni (AVSS, 2015)

Incremental learning of environment interactive structures from trajectories of individuals. - Damian Campo; Vahid Bastani; Lucio Marcenaro; Carlo S. Regazzoni (FUSION, 2016)

Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (AVSS, 2017)

Active estimation of motivational spots for modeling dynamic interactions. - Juan Sebastian Olier; Damian Andres Campo; Lucio Marcenaro; Emilia I. Barakova; Matthias Rauterberg; Carlo S. Regazzoni (AVSS, 2017)

Task-dependent saliency estimation from trajectories of agents in video sequences. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2017)

Jammer detection algorithm for wide-band radios using spectral correlation and neural networks. - Tassadaq Nawaz; Damian Campo; Muhammad Ozair Mughal; Lucio Marcenaro; Carlo S. Regazzoni (IWCMC, 2017)

Static force field representation of environments based on agents' nonlinear motions. - Damian Campo; Alejandro Betancourt; Lucio Marcenaro; Carlo S. Regazzoni (EURASIP J. Adv. Signal Process., 2017)

Learning Switching Models for Abnormality Detection for Autonomous Driving. - Mohamad Baydoun; Damian Campo; Valentina Sanguineti; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (FUSION, 2018)

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (FUSION, 2018)

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents. - Mohamad Baydoun; Mahdyar Ravanbakhsh; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (ICASSP, 2018)

Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (ICIP, 2018)

Hierarchy of Gans for Learning Embodied Self-Awareness Model. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2018)

Incremental Learning of Abnormalities in Autonomous Systems. - Hassan Zaal; Hafsa Iqbal; Damian Campo; Lucio Marcenaro; Carlo S. Regazzoni (AVSS, 2019)

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach. - Mohamad Baydoun; Damian Campo; Divya Kanapram; Lucio Marcenaro; Carlo S. Regazzoni (ICASSP, 2019)

Dynamic Bayesian Approach for decision-making in Ego-Things. - Divya Kanapram; Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Eliane L. Bodanese; Carlo S. Regazzoni; Mario Marchese (WF-IoT, 2019)

Multiresolution analysis (discrete wavelet transform) through Daubechies family for emotion recognition in speech. - Damian Campo; Manuela Bastidas; Olga Lucía Quintero (CoRR, 2019)

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. - Giulia Slavic; Damian Campo; Mohamad Baydoun; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (EAIS, 2020)

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders. - Damian Campo; Giulia Slavic; Mohamad Baydoun; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2020)

Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach. - Hafsa Iqbal; Damian Campo; Giulia Slavic; Lucio Marcenaro; David Martín Gómez; Carlo S. Regazzoni (SiPS, 2020)

Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems. - Carlo S. Regazzoni; Lucio Marcenaro; Damian Campo; Bernhard Rinner (Proc. IEEE, 2020)

Unsupervised Anomaly Detection Using Intelligent and Heterogeneous Autonomous Systems: Highlights From the 2020 IEEE Signal Processing Cup Student Competition [SP Competitions]. - Damian Campo; David Martín 001; Lucio Marcenaro (IEEE Signal Process. Mag., 2020)

Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions. - Damian Campo; Mohamad Baydoun; Pablo Marin; David Martín 001; Lucio Marcenaro; Arturo de la Escalera; Carlo S. Regazzoni (IEEE Trans. Intell. Transp. Syst., 2020)

Data-driven transition matrix estimation in probabilistic learning models for autonomous driving. - Hafsa Iqbal; Damian Campo; Lucio Marcenaro; David Martín Gómez; Carlo S. Regazzoni (Signal Process., 2021)

Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (IEEE Trans. Intell. Transp. Syst., 2021)

Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR. - Hafsa Iqbal; Damian Campo; Pablo Marín-Plaza; Lucio Marcenaro; David Martín Gómez; Carlo S. Regazzoni (IEEE Trans. Intell. Transp. Syst., 2022)

Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents. - Giulia Slavic; Mohamad Baydoun; Damian Campo; Lucio Marcenaro; Carlo S. Regazzoni (IEEE Trans. Multim., 2022)