Damian Campo

34 papers B 8C 3Misc 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR.
IEEE Trans. Intell. Transp. Syst.
Hafsa Iqbal, Damian Campo, Pablo Marín-Plaza, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
2022 J jnl
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.
IEEE Trans. Multim.
Giulia Slavic, Mohamad Baydoun, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
2021 J jnl
Data-driven transition matrix estimation in probabilistic learning models for autonomous driving.
Signal Process.
Hafsa Iqbal, Damian Campo, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
2021 J jnl
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.
IEEE Trans. Intell. Transp. Syst.
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 — conf
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
EAIS
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
CoRR
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 B conf
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.
ICIP
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders.
CoRR
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Dynamic Bayesian Approach for decision-making in Ego-Things.
CoRR
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
2020 J jnl
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.
IEEE Trans. Intell. Transp. Syst.
Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Arturo de la Escalera, Carlo S. Regazzoni
2020 J jnl
Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems.
Proc. IEEE
Carlo S. Regazzoni, Lucio Marcenaro, Damian Campo, Bernhard Rinner
2020 — conf
Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.
SiPS
Hafsa Iqbal, Damian Campo, Giulia Slavic, Lucio Marcenaro, David Martín Gómez, Carlo S. Regazzoni
2020 J jnl
Unsupervised Anomaly Detection Using Intelligent and Heterogeneous Autonomous Systems: Highlights From the 2020 IEEE Signal Processing Cup Student Competition [SP Competitions].
IEEE Signal Process. Mag.
Damian Campo, David Martín, Lucio Marcenaro
2019 — conf
Dynamic Bayesian Approach for decision-making in Ego-Things.
WF-IoT
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
2019 B conf
Incremental Learning of Abnormalities in Autonomous Systems.
AVSS
Hassan Zaal, Hafsa Iqbal, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
2019 J jnl
Incremental learning of environment interactive structures from trajectories of individuals.
CoRR
Damian Campo, Vahid Bastani, Lucio Marcenaro, Carlo S. Regazzoni
2019 J jnl
Multiresolution analysis (discrete wavelet transform) through Daubechies family for emotion recognition in speech.
CoRR
Damian Campo, Manuela Bastidas, Olga Lucía Quintero
2019 J jnl
Online Pedestrian Group Walking Event Detection Using Spectral Analysis of Motion Similarity Graph.
CoRR
Vahid Bastani, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
2019 Misc conf
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.
ICASSP
Mohamad Baydoun, Damian Campo, Divya Kanapram, Lucio Marcenaro, Carlo S. Regazzoni
2019 J jnl
Static force field representation of environments based on agents nonlinear motions.
CoRR
Damian Campo, Alejandro Betancourt, Lucio Marcenaro, Carlo S. Regazzoni
2018 J jnl
A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents.
CoRR
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 J jnl
Hierarchy of GANs for learning embodied self-awareness model.
CoRR
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 B conf
Hierarchy of Gans for Learning Embodied Self-Awareness Model.
ICIP
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 C conf
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
FUSION
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 J jnl
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
CoRR
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 C conf
Learning Switching Models for Abnormality Detection for Autonomous Driving.
FUSION
Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 B conf
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences.
ICIP
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 Misc conf
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.
ICASSP
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2017 B conf
Jammer detection algorithm for wide-band radios using spectral correlation and neural networks.
IWCMC
Tassadaq Nawaz, Damian Campo, Muhammad Ozair Mughal, Lucio Marcenaro, Carlo S. Regazzoni
2017 B conf
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components.
AVSS
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2017 J jnl
Static force field representation of environments based on agents' nonlinear motions.
EURASIP J. Adv. Signal Process.
Damian Campo, Alejandro Betancourt, Lucio Marcenaro, Carlo S. Regazzoni
2017 B conf
Task-dependent saliency estimation from trajectories of agents in video sequences.
ICIP
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
2016 C conf
Incremental learning of environment interactive structures from trajectories of individuals.
FUSION
Damian Campo, Vahid Bastani, Lucio Marcenaro, Carlo S. Regazzoni
2015 B conf
Online pedestrian group walking event detection using spectral analysis of motion similarity graph.
AVSS
Vahid Bastani, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni