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Damian Campo
ORCID
Publication Activity (10 Years)
Years Active: 2015-2022
Publications (10 Years): 34
Top Topics
Gaussian Process
Autonomous Systems
Incremental Learning
Video Sequences
Top Venues
CoRR
ICIP
AVSS
FUSION
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Publications
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Hafsa Iqbal
,
Damian Campo
,
Pablo Marín-Plaza
,
Lucio Marcenaro
,
David Martín Gómez
,
Carlo S. Regazzoni
Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR.
IEEE Trans. Intell. Transp. Syst.
23 (9) (2022)
Giulia Slavic
,
Mohamad Baydoun
,
Damian Campo
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.
IEEE Trans. Multim.
24 (2022)
Mahdyar Ravanbakhsh
,
Mohamad Baydoun
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.
IEEE Trans. Intell. Transp. Syst.
22 (6) (2021)
Hafsa Iqbal
,
Damian Campo
,
Lucio Marcenaro
,
David Martín Gómez
,
Carlo S. Regazzoni
Data-driven transition matrix estimation in probabilistic learning models for autonomous driving.
Signal Process.
188 (2021)
Giulia Slavic
,
Damian Campo
,
Mohamad Baydoun
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
EAIS
(2020)
Damian Campo
,
Giulia Slavic
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.
ICIP
(2020)
Damian Campo
,
Giulia Slavic
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders.
CoRR
(2020)
Hafsa Iqbal
,
Damian Campo
,
Giulia Slavic
,
Lucio Marcenaro
,
David Martín Gómez
,
Carlo S. Regazzoni
Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.
SiPS
(2020)
Damian Campo
,
David Martín
,
Lucio Marcenaro
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.
37 (5) (2020)
Carlo S. Regazzoni
,
Lucio Marcenaro
,
Damian Campo
,
Bernhard Rinner
Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems.
Proc. IEEE
108 (7) (2020)
Damian Campo
,
Mohamad Baydoun
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Arturo de la Escalera
,
Carlo S. Regazzoni
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.
IEEE Trans. Intell. Transp. Syst.
21 (3) (2020)
Divya Kanapram
,
Damian Campo
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Eliane L. Bodanese
,
Carlo S. Regazzoni
,
Mario Marchese
Dynamic Bayesian Approach for decision-making in Ego-Things.
CoRR
(2020)
Giulia Slavic
,
Damian Campo
,
Mohamad Baydoun
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
CoRR
(2020)
Divya Kanapram
,
Damian Campo
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Eliane L. Bodanese
,
Carlo S. Regazzoni
,
Mario Marchese
Dynamic Bayesian Approach for decision-making in Ego-Things.
WF-IoT
(2019)
Damian Campo
,
Alejandro Betancourt
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Static force field representation of environments based on agents nonlinear motions.
CoRR
(2019)
Damian Campo
,
Manuela Bastidas
,
Olga Lucía Quintero
Multiresolution analysis (discrete wavelet transform) through Daubechies family for emotion recognition in speech.
CoRR
(2019)
Damian Campo
,
Vahid Bastani
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Incremental learning of environment interactive structures from trajectories of individuals.
CoRR
(2019)
Mohamad Baydoun
,
Damian Campo
,
Divya Kanapram
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.
ICASSP
(2019)
Hassan Zaal
,
Hafsa Iqbal
,
Damian Campo
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Incremental Learning of Abnormalities in Autonomous Systems.
AVSS
(2019)
Vahid Bastani
,
Damian Campo
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Online Pedestrian Group Walking Event Detection Using Spectral Analysis of Motion Similarity Graph.
CoRR
(2019)
Mahdyar Ravanbakhsh
,
Mohamad Baydoun
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Hierarchy of GANs for learning embodied self-awareness model.
CoRR
(2018)
Damian Campo
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Andrea Cavallaro
,
Carlo S. Regazzoni
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences.
ICIP
(2018)
Mahdyar Ravanbakhsh
,
Mohamad Baydoun
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Hierarchy of Gans for Learning Embodied Self-Awareness Model.
ICIP
(2018)
Mohamad Baydoun
,
Damian Campo
,
Valentina Sanguineti
,
Lucio Marcenaro
,
Andrea Cavallaro
,
Carlo S. Regazzoni
Learning Switching Models for Abnormality Detection for Autonomous Driving.
FUSION
(2018)
Mohamad Baydoun
,
Mahdyar Ravanbakhsh
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Andrea Cavallaro
,
Carlo S. Regazzoni
A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents.
CoRR
(2018)
Mahdyar Ravanbakhsh
,
Mohamad Baydoun
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
CoRR
(2018)
Mohamad Baydoun
,
Mahdyar Ravanbakhsh
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Andrea Cavallaro
,
Carlo S. Regazzoni
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.
ICASSP
(2018)
Mahdyar Ravanbakhsh
,
Mohamad Baydoun
,
Damian Campo
,
Pablo Marin
,
David Martín
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
FUSION
(2018)
Damian Campo
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Andrea Cavallaro
,
Carlo S. Regazzoni
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components.
AVSS
(2017)
Tassadaq Nawaz
,
Damian Campo
,
Muhammad Ozair Mughal
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Jammer detection algorithm for wide-band radios using spectral correlation and neural networks.
IWCMC
(2017)
Damian Campo
,
Alejandro Betancourt
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Static force field representation of environments based on agents' nonlinear motions.
EURASIP J. Adv. Signal Process.
2017 (2017)
Damian Campo
,
Mohamad Baydoun
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Task-dependent saliency estimation from trajectories of agents in video sequences.
ICIP
(2017)
Damian Campo
,
Vahid Bastani
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Incremental learning of environment interactive structures from trajectories of individuals.
FUSION
(2016)
Vahid Bastani
,
Damian Campo
,
Lucio Marcenaro
,
Carlo S. Regazzoni
Online pedestrian group walking event detection using spectral analysis of motion similarity graph.
AVSS
(2015)