Carlo S. Regazzoni

Orcid: 0000-0001-6617-1417

Affiliations:
  • University of Genoa, Italy


According to our database1, Carlo S. Regazzoni authored at least 324 papers between 1988 and 2024.

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Bibliography

2024
Self-Supervised Path Planning in UAV-aided Wireless Networks based on Active Inference.
CoRR, 2024

2023
A Goal-Directed Trajectory Planning Using Active Inference in UAV-Assisted Wireless Networks.
Sensors, August, 2023

Systematic and Comprehensive Review of Clustering and Multi-Target Tracking Techniques for LiDAR Point Clouds in Autonomous Driving Applications.
Sensors, July, 2023

IEEE Signal Processing Society Flagship Conferences Over the Past 10 Years.
IEEE Signal Process. Mag., June, 2023

A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection.
IEEE Trans. Image Process., 2023

Integrated Sensing and Communication for Joint GPS Spoofing and Jamming Detection in Vehicular V2X Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Adapting Exploratory Behaviour in Active Inference for Autonomous Driving.
Proceedings of the IEEE International Conference on Acoustics, 2023

Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022
Automatic Jamming Signal Classification in Cognitive UAV Radios.
IEEE Trans. Veh. Technol., 2022

Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.
IEEE Trans. Multim., 2022

Modeling Perception in Autonomous Vehicles via 3D Convolutional Representations on LiDAR.
IEEE Trans. Intell. Transp. Syst., 2022

An Emergent Self-Awareness Module for Physical Layer Security in Cognitive UAV Radios.
IEEE Trans. Cogn. Commun. Netw., 2022

Graph-Powered Interpretable Machine Learning Models for Abnormality Detection in Ego-Things Network.
Sensors, 2022

A Novel Resource Allocation for Anti-Jamming in Cognitive-UAVs: An Active Inference Approach.
IEEE Commun. Lett., 2022

Active Inference Integrated With Imitation Learning for Autonomous Driving.
IEEE Access, 2022

Autonomous Driving Based on Imitation and Active Inference.
Proceedings of the Advances in System-Integrated Intelligence, 2022

Generalized Filtering with Transport Planning for Joint Modulation Conversion and Classification in AI-enabled Radios.
Proceedings of the IEEE International Conference on Communications, 2022

Incremental Learning through Probabilistic Behavior Prediction.
Proceedings of the 30th European Signal Processing Conference, 2022

Simultaneous Localization and Anomaly Detection from First-Person Video Data through a Coupled Dynamic Bayesian Network Model.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

A Data-Driven Approach for the Localization of Interacting Agents via a Multi-Modal Dynamic Bayesian Network Framework.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.
IEEE Trans. Intell. Transp. Syst., 2021

Data-driven transition matrix estimation in probabilistic learning models for autonomous driving.
Signal Process., 2021

Dynamic Bayesian Collective Awareness Models for a Network of Ego-Things.
IEEE Internet Things J., 2021

Automatic Modulation Classification in Cognitive-IoT Radios using Generalized Dynamic Bayesian Networks.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Detection of Abnormal Motion by Estimating Scene Flows of Point Clouds for Autonomous Driving.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Learning Of Linear Video Prediction Models In A Multi-Modal Framework For Anomaly Detection.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

IEEE ICCI*CC Series in Year 20: Latest Advances in Cognitive Informatics and Cognitive Computing towards General AI (Plenary Panel Report-I).
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.
IEEE Trans. Intell. Transp. Syst., 2020

AI-Based Abnormality Detection at the PHY-Layer of Cognitive Radio by Learning Generative Models.
IEEE Trans. Cogn. Commun. Netw., 2020

IEEE TCCN Special Section Editorial: Evolution of Cognitive Radio to AI-Enabled Radio and Networks.
IEEE Trans. Cogn. Commun. Netw., 2020

Self-awareness in intelligent vehicles: Feature based dynamic Bayesian models for abnormality detection.
Robotics Auton. Syst., 2020

Multisensorial Generative and Descriptive Self-Awareness Models for Autonomous Systems.
Proc. IEEE, 2020

Self-Awareness for Autonomous Systems.
Proc. IEEE, 2020

Collective Awareness for Abnormality Detection in Connected Autonomous Vehicles.
IEEE Internet Things J., 2020

Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020

Deep Learning for Spectrum Anomaly Detection in Cognitive mmWave Radios.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Smart Jammer Detection for Self-Aware Cognitive UAV Radios.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.
Proceedings of the IEEE International Conference on Image Processing, 2020

Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios.
Proceedings of the IEEE Global Communications Conference, 2020

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019
Towards a Deeper Understanding of the Behavioural Implications of Bidirectional Activity-Based Ambient Displays in Ambient Assisted Living Environments.
Proceedings of the Enhanced Living Environments, 2019

Introduction to the Special Section on Deep Learning for Visual Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2019

Perspectives in Autonomous Systems Research [In the Spotlight].
IEEE Signal Process. Mag., 2019

Interference mitigation in wideband radios using spectrum correlation and neural network.
IET Commun., 2019

Exploiting ST-Based Representation for High Sampling Rate Dynamic Signals.
Proceedings of the 2nd International Conference on Wireless Intelligent and Distributed Environment for Communication, 2019

Dynamic Bayesian Approach for decision-making in Ego-Things.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Self-awareness in Intelligent Vehicles: Experience Based Abnormality Detection.
Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019

Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio.
Proceedings of the 27th European Signal Processing Conference, 2019

Incremental Learning of Abnormalities in Autonomous Systems.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Hierarchy of Gans for Learning Embodied Self-Awareness Model.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
Proceedings of the 21st International Conference on Information Fusion, 2018

Learning Switching Models for Abnormality Detection for Autonomous Driving.
Proceedings of the 21st International Conference on Information Fusion, 2018

Emotion Estimation in Crowds: The Interplay of Motivations and Expectations in Individual Emotions.
Proceedings of the 26th European Signal Processing Conference, 2018

Fast but Not Deep: Efficient Crowd Abnormality Detection with Local Binary Tracklets.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Anomaly Detection in Crowds Using Multi Sensory Information.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Energy Detection in Multi-user Relay Networks.
Wirel. Pers. Commun., 2017

Unsupervised understanding of location and illumination changes in egocentric videos.
Pervasive Mob. Comput., 2017

Designing for action: An evaluation of Social Recipes in reducing food waste.
Int. J. Hum. Comput. Stud., 2017

Cyclostationary-based jammer detection for wideband radios using compressed sensing and artificial neural network.
Int. J. Distributed Sens. Networks, 2017

Static force field representation of environments based on agents' nonlinear motions.
EURASIP J. Adv. Signal Process., 2017

Left/right hand segmentation in egocentric videos.
Comput. Vis. Image Underst., 2017

Re-framing the characteristics of concepts and their relation to learning and cognition in artificial agents.
Cogn. Syst. Res., 2017

Effects of Ambient Lighting Displays on Peripheral Activity Awareness.
IEEE Access, 2017

Stealthy jammer detection algorithm for wide-band radios: A physical layer approach.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017

Jammer detection algorithm for wide-band radios using spectral correlation and neural networks.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Presenting a Real-Time Activity-Based Bidirectional Framework for Improving Social Connectedness.
Proceedings of the Advances in Computational Intelligence, 2017

Defense against jamming attacks in wide-band radios using cyclic spectral analysis and compressed sensing.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Abnormal event detection in videos using generative adversarial nets.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Task-dependent saliency estimation from trajectories of agents in video sequences.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Representation and Learning of Structured Dynamic Bayesian Models in Non Stationary Environments.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

Grounded representations through deep variational inference and dynamic programming.
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017

Average consensus-based asynchronous tracking.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Hand pose recognition in First Person Vision through graph spectral analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Defense against stealthy jamming attacks in wide-band radios: A physical layer approach.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Dynamic representations for autonomous driving.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Active estimation of motivational spots for modeling dynamic interactions.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Cognitive Radio as the Facilitator for Advanced Communications Electronic Warfare Solutions.
J. Signal Process. Syst., 2016

Bayesian Analysis of Behaviors and Interactions for Situation Awareness in Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2016

A Cognitive Control-Inspired Approach to Object Tracking.
IEEE Trans. Image Process., 2016

Online Nonparametric Bayesian Activity Mining and Analysis From Surveillance Video.
IEEE Trans. Image Process., 2016

A Hierarchical Bayesian Model for Crowd Emotions.
Frontiers Comput. Neurosci., 2016

Multi-camera object tracking using surprisal observations in visual sensor networks.
EURASIP J. Adv. Signal Process., 2016

Efficient Convolutional Neural Network with Binary Quantization Layer.
CoRR, 2016

Promoting Social Connectedness through Human Activity-Based Ambient Displays.
Proceedings of the International Symposium on Interactive Technology and Ageing Populations, 2016

Improving Awareness and Social Connectedness through the Social Hue: Insights and Perspectives.
Proceedings of the International Symposium on Interactive Technology and Ageing Populations, 2016

CNN-aware binary MAP for general semantic segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Modeling crowds as single-minded entities.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Activity recognition based on inertial sensors for Ambient Assisted Living.
Proceedings of the 19th International Conference on Information Fusion, 2016

Incremental learning of environment interactive structures from trajectories of individuals.
Proceedings of the 19th International Conference on Information Fusion, 2016

GPU Accelerated Left/Right Hand-Segmentation in First Person Vision.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Application of Bayesian Techniques to Behavior Analysis in Maritime Environments.
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

Tracker-Level Fusion for Robust Bayesian Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2015

The Evolution of First Person Vision Methods: A Survey.
IEEE Trans. Circuits Syst. Video Technol., 2015

Optimizing Superpixel Clustering for Real-Time Egocentric-Vision Applications.
IEEE Signal Process. Lett., 2015

Bio-inspired relevant interaction modelling in cognitive crowd management.
J. Ambient Intell. Humaniz. Comput., 2015

Correlation-based self-correcting tracking.
Neurocomputing, 2015

Opportunistic Spectrum Access of Sparse Wideband in Stand-Alone and Cooperative Cognitive Radio Networks.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Convolutional Neural Networks for Detecting and Mapping Crowds in First Person Vision Applications.
Proceedings of the Advances in Computational Intelligence, 2015

E-COmate: What's Your Non-consumption?
Proceedings of the Advances in Computational Intelligence, 2015

Perception of Human Activities - A Means to Support Connectedness Between the Elderly and Their Caregivers.
Proceedings of the ICT4AgeingWell 2015, 2015

Towards a unified framework for hand-based methods in First Person Vision.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Filtering SVM frame-by-frame binary classification in a detection framework.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A particle filter based sequential trajectory classifier for behavior analysis in video surveillance.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Perception of emotions from crowd dynamics.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Advantages of dynamic analysis in HOG-PCA feature space for video moving object classification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A bio-inspired logical process for saliency detections in cognitive crowd monitoring.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Cyclostationary-based jammer detection algorithm for wide-band radios using compressed sensing.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

A Dynamic Approach and a New Dataset for Hand-detection in First Person Vision.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Dynamic Bayesian Network modeling for self- and cross-correcting tracking.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Online pedestrian group walking event detection using spectral analysis of motion similarity graph.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Energy Detection in Multihop Cooperative Diversity Networks: An Analytical Study.
Int. J. Distributed Sens. Networks, 2014

Intelligent cognitive radio jamming - a game-theoretical approach.
EURASIP J. Adv. Signal Process., 2014

Impact of transform coding in compressive sensing based wideband cognitive radios.
Proceedings of the 4th International Conference on Wireless Communications, 2014

Crowd Emotion Detection Using Dynamic Probabilistic Models.
Proceedings of the From Animals to Animats 13, 2014

SPD-driven Smart Transmission Layer based on a Software Defined Radio Test Bed Architecture.
Proceedings of the PECCS 2014, 2014

Unsupervised trajectory pattern classification using hierarchical Dirichlet Process Mixture hidden Markov model.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Bio-inspired probabilistic model for crowd emotion detection.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Asymptotic detection performance of energy detector in fixed-gain cooperative relay networks.
Proceedings of the 5th International Conference on Information, 2014

A track-before-detect algorithm using joint probabilistic data association filter and interacting multiple models.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Exploiting an event based state estimator in presence of sparse measurements in video analytics.
Proceedings of the IEEE International Conference on Acoustics, 2014

A fictitious play-based game-theoretical approach to alleviating jamming attacks for cognitive radios.
Proceedings of the IEEE International Conference on Acoustics, 2014

Information Bottleneck-based relevant knowledge representation in large-scale video surveillance systems.
Proceedings of the IEEE International Conference on Acoustics, 2014

A generative superpixel method.
Proceedings of the 17th International Conference on Information Fusion, 2014

A switching fusion filter for dim point target tracking in infra-red video sequences.
Proceedings of the 17th International Conference on Information Fusion, 2014

Abnormal vessel behavior detection in port areas based on Dynamic Bayesian Networks.
Proceedings of the 17th International Conference on Information Fusion, 2014

Distributed object tracking based on square root cubature H-infinity information filter.
Proceedings of the 17th International Conference on Information Fusion, 2014

Online Bayesian learning and classification of ship-to-ship interactions for port safety.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Opportunistic Spectrum Sensing and Transmissions.
CoRR, 2013

Analysis of Energy Detector in Cooperative Relay Networks for Cognitive Radios.
Proceedings of the Seventh International Conference on Next Generation Mobile Apps, 2013

Computationally Efficient Compressive Sensing in Wideband Cognitive Radios.
Proceedings of the Seventh International Conference on Next Generation Mobile Apps, 2013

Event definition for stability preservation in bio-inspired cognitive crowd monitoring.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Enhanced performance in wideband cognitive radios via compressive sensing.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Hand detection in First Person Vision.
Proceedings of the 16th International Conference on Information Fusion, 2013

A bio-inspired knowledge representation method for anomaly detection in cognitive Video Surveillance systems.
Proceedings of the 16th International Conference on Information Fusion, 2013

Run length encoded Dynamic Bayesian Networks for probabilistic interaction modeling.
Proceedings of the 21st European Signal Processing Conference, 2013

Selective attention automatic focus for cognitive crowd monitoring.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Resource coordination in Wireless Sensor Networks by combinatorial auction based method.
Proceedings of the 3rd IEEE International Conference on Networked Embedded Systems for Every Application, 2012

Location Aware Optimized Link State Routing protocol.
Proceedings of the 31st IEEE Military Communications Conference, 2012

Early fire and smoke detection based on colour features and motion analysis.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A Bayesian Network for online evaluation of sparse features based multitarget tracking.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A multi-sensor cognitive approach for active security monitoring of abnormal overcrowding situations.
Proceedings of the 15th International Conference on Information Fusion, 2012

Distributed cognitive radio architecture with automatic frequency switching.
Proceedings of the Complexity in Engineering, 2012

People Count Estimation In Small Crowds.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Performance Evaluation of Multi-camera Visual Tracking.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
A bio-inspired system model for interactive surveillance applications.
J. Ambient Intell. Smart Environ., 2011

Comparison among Cognitive Radio Architectures for Spectrum Sensing.
EURASIP J. Wirel. Commun. Netw., 2011

Advanced Video-Based Surveillance.
EURASIP J. Image Video Process., 2011

Efficient framework for extended visual object tracking.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

A general Bayesian algorithm for visual object tracking based on sparse features.
Proceedings of the IEEE International Conference on Acoustics, 2011

Interaction modeling in automotive applications: A cognitive approach.
Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2011

Online failure detection and correction for Bayesian sparse feature-based object tracking.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Extended feature-based object tracking in presence of data association uncertainty.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Cognitive radios with multiple antennas exploiting spatial opportunities.
IEEE Trans. Signal Process., 2010

Interaction Modeling and Prediction in Smart Spaces: A Bio-Inspired Approach Based on Autobiographical Memory.
IEEE Trans. Syst. Man Cybern. Part A, 2010

Bayesian Tracking for Video Analytics.
IEEE Signal Process. Mag., 2010

Interaction Analysis with a Bayesian Trajectory Model.
IEEE Intell. Syst., 2010

A Comparison between Stand-Alone and Distributed Architectures for Spectrum Hole Detection.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Emphatic human interaction analysis for cognitive environments.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

Joint multitarget object tracking and interaction analysis by a probabilistic bio-inspired model.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

Driver's Behavior Assessment by On-board/Off-board Video Context Analysis.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Human action recognition using the motion of interest points.
Proceedings of the International Conference on Image Processing, 2010

Sparse shapes prototype modeling using genetic algorithms.
Proceedings of the International Conference on Image Processing, 2010

Fast and correspondence-less camera motion estimation based on voting mechanism and morton codes.
Proceedings of the International Conference on Image Processing, 2010

GHT based implementation of the expectation maximization for mixtures of multi-Gaussians and its applications to video tracking.
Proceedings of the IEEE International Conference on Acoustics, 2010

A joint approach to shape-based human tracking and behavior analysis.
Proceedings of the 13th Conference on Information Fusion, 2010

A comparison among cooperative spectrum sensing approaches for cognitive radios.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

A Bayesian Framework for Online Interaction Classification.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
OFDM Recognition Based on Cyclostationary Analysis in an Open Spectrum Scenario.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Corner-based background segmentation using Adaptive Resonance Theory.
Proceedings of the International Conference on Image Processing, 2009

Extraction of contextual information for automotive applications.
Proceedings of the International Conference on Image Processing, 2009

Multitarget tracking with a corner-based particle filter.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Signal classification based on spectral redundancy and neural network ensembles.
Proceedings of the 4th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2009

Bayesian Bio-inspired Model for Learning Interactive Trajectories.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Distributed Cognitive Sensor Network Approach for Surveillance Applications.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Multi-Modal Data Fusion Techniques and Applications.
Proceedings of the Multi-Camera Networks, 2009

Bio-inspired Cognitive Radio for Dynamic Spectrum Access.
Proceedings of the Autonomic Computing and Networking, 2009

Embodied Cognition-Based Distributed Spectrum Sensing for Autonomic Wireless Systems.
Proceedings of the Autonomic Computing and Networking, 2009

2008
Video Tracking in Complex Scenes for Surveillance Applications.
EURASIP J. Image Video Process., 2008

Feature Classification for Robust Shape-Based Collaborative Tracking and Model Updating.
EURASIP J. Image Video Process., 2008

Tracking Using Continuous Shape Model Learning in the Presence of Occlusion.
EURASIP J. Adv. Signal Process., 2008

Information processing techniques for Cognitive Base Transceiver stations.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Multiple cue adaptive tracking of deformable objects with Particle Filter.
Proceedings of the International Conference on Image Processing, 2008

Collaborative tracking in video sequences using corners and gradient information.
Proceedings of the 11th International Conference on Information Fusion, 2008

Commentary Paper on "Camera Handoff with Adaptive Resource Management for Multi-camera Multi-target Surveillance".
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

A Probabilistic Bayesian Framework for Model-Based Object Tracking Using Undecimated Wavelet Packet Descriptors.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
Spectrum sensing: A distributed approach for cognitive terminals.
IEEE J. Sel. Areas Commun., 2007

Multiple hypothesis shape tracking using particle filtering and Hough-based observation models.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Multi-camera indoor video processing for context awareness.
Proceedings of the 3rd International Conference on Mobile Multimedia Communications, 2007

Multimodal cognitive system for immersive user interaction.
Proceedings of the 1st International ICST Conference on Immersive Telecommunications & Workshops, 2007

MAP Particle Selection in Shape-Based Object Tracking.
Proceedings of the International Conference on Image Processing, 2007

A Comparison of Different Approaches to Nonlinear Shift Estimation for Object Tracking.
Proceedings of the International Conference on Image Processing, 2007

A Nonlinear-Shift Approach to Object Tracking Based on Shape Information.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Particle PHD Filtering for Multi-Target Visual Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2007

Video-radio fusion approach for target tracking in smart spaces.
Proceedings of the 10th International Conference on Information Fusion, 2007

HOS-based mode classification for infomobility framework.
Proceedings of the First International Workshop on Cognitive Wireless Networks, 2007

A Bio-inspired Learning Approach for the Classification of Risk Zones in a Smart Space.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Neural Networks Mode Classification based on Frequency Distribution Features.
Proceedings of the 2nd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2007

A particle filter based fusion framework for video-radio tracking in smart spaces.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Tracking by using dynamic shape model learning in the presence of occlusion.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Self-organizing shape description for tracking and classifying multiple interacting objects.
Image Vis. Comput., 2006

A Distributed Wireless Sensor Network for Radio Scene Analysis.
Int. J. Distributed Sens. Networks, 2006

Dynamic Scene Reconstruction for 3D Virtual Guidance.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A New Method for Real Time Abandoned Object Detection and Owner Tracking.
Proceedings of the International Conference on Image Processing, 2006

Grouped-People Splitting Based on Face Detection and Body Proportion Constraints.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Classification of Unattended and Stolen Objects in Video-Surveillance System.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Dynamic Scene Reconstruction for Efficient Remote Surveillance.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Structured context-analysis techniques in biologically inspired ambient-intelligence systems.
IEEE Trans. Syst. Man Cybern. Part A, 2005

Visual-centric surveillance networks and services [Guest Editorial].
IEEE Signal Process. Mag., 2005

Neural network-based techniques for efficient detection of variable-bit-rate signals in MC-CDMA systems working over LEO satellite networks.
Signal Process., 2005

Introduction to the special issue on video object processing for surveillance applications.
Real Time Imaging, 2005

Video Processing and Understanding Tools for Augmented Multisensor Perception and Mobile User Interaction in Smart Spaces.
Int. J. Image Graph., 2005

Inferring Cause/Effect Relationships in Multi-sensor Ambient Intelligence Systems.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Cooperative multisensor system for real-time face detection and tracking in uncontrolled conditions.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

Automatic detection of dangerous events for underground surveillance.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

A multi-feature object association framework for overlapped field of view multi-camera video surveillance systems.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

A novel method for graffiti detection using change detection algorithm.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
W-band physical layer design issues in the context of the DAVID-DCE experiment.
Int. J. Satell. Commun. Netw., 2004

Use of Time-Frequency Analysis and Neural Networks for Mode Identification in a Wireless Software-Defined Radio Approach.
EURASIP J. Adv. Signal Process., 2004

Editorial.
EURASIP J. Adv. Signal Process., 2004

A novel positioning system for static location estimation employing WLAN in indoor environment.
Proceedings of the IEEE 15th International Symposium on Personal, 2004

A dynamic model integrating colour and shape information for objects tracking in conditions of occlusion.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A multicamera fusion framework for multiple occluding objects tracking in intelligent monitoring and sport viewing applications.
Proceedings of the 2004 International Conference on Image Processing, 2004

A mode identification system for a reconfigurable terminal using Wigner distribution and non-parametric classifiers.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

A multisensor system for Ambient Intelligence applications.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

A mode identification system for a reconfigurable terminal using Time Frequency analysis and a non-parametric classifier.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Moving objects self-generated illumination variations removal for automatic video-surveillance systems.
Proceedings of the Visual Communications and Image Processing 2003, 2003

From multi-sensor surveillance towards smart interactive spaces.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Dual camera system for face detection in unconstrained environments.
Proceedings of the 2003 International Conference on Image Processing, 2003

Localization and classification of partially overlapped objects using self-organizing trees.
Proceedings of the 2003 International Conference on Image Processing, 2003

An agent-based approach for tracking people in indoor complex environments.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

A S.O.M. Based Algorithm for Video Surveillance System Parameter.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Color-Based Video Stabilization for Real-Time On-Board Object Detection on High-Speed Trains.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
Multisensor data fusion for autonomous vehicle navigation in risky environments.
IEEE Trans. Veh. Technol., 2002

Automatic detection and indexing of video-event shots for surveillance applications.
IEEE Trans. Multim., 2002

A real-time algorithm for error recovery in remote video-based surveillance applications.
Signal Process. Image Commun., 2002

Multisensor surveillance systems based on image and video data.
Proceedings of the 2002 International Conference on Image Processing, 2002

Robust tracking of humans and vehicles in cluttered scenes with occlusions.
Proceedings of the 2002 International Conference on Image Processing, 2002

A video surveillance architecture for alarm generation and video sequences retrieval.
Proceedings of the 2002 International Conference on Image Processing, 2002

Multiple object tracking under heavy occlusions by using Kalman filters based on shape matching.
Proceedings of the 2002 International Conference on Image Processing, 2002

Smart cameras with real-time video object generation.
Proceedings of the 2002 International Conference on Image Processing, 2002

A serial acquisition scheme based on statistical-hypothesis-testing for asynchronous DS/CDMA systems.
Proceedings of the IEEE International Conference on Communications, 2002

Real-time change detection methods for video-surveillance systems with mobile camera.
Proceedings of the 11th European Signal Processing Conference, 2002

A higher-order-statistics based blind interference cancellator for asynchronous DS/CDMA systems.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Advanced image-processing tools for counting people in tourist site-monitoring applications.
Signal Process., 2001

Guest Editorial: Video Processing and Communications in Real-Time Surveillance Systems.
Real Time Imaging, 2001

Distributed architectures and logical-task decomposition in multimedia surveillance systems.
Proc. IEEE, 2001

Use of intelligent sensors and software radio technologies for optimal design of reconfigurable multimedia surveillance networks.
IEEE Commun. Mag., 2001

Use of neural networks for behaviour understanding in railway transport monitoring applications.
Proceedings of the 2001 International Conference on Image Processing, 2001

Allocation strategies for distributed video surveillance networks.
Proceedings of the 2001 International Conference on Image Processing, 2001

Image stabilization algorithms for video-surveillance applications.
Proceedings of the 2001 International Conference on Image Processing, 2001

A Neural Network-Based Image Processing System for Detection of Vandal Acts in Unmanned Railway Environments.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Recognition Driven Burst Transmissions in Distributed Third Generation Surveillance Systems.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Performance evaluation of MC-CDMA techniques for variable bit-rate transmission in LEO satellite networks.
Proceedings of the IEEE International Conference on Communications, 2001

2000
A distributed surveillance system for detection of abandoned objects in unmanned railway environments.
IEEE Trans. Veh. Technol., 2000

Real-time video-shot detection for scene surveillance applications.
IEEE Trans. Image Process., 2000

A hierarchical approach to feature extraction and grouping.
IEEE Trans. Image Process., 2000

A Novel Camera Calibration Algorithm Based on Kalman Filter.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Adaptive Tracking of Multiple Non Rigid Objects in Cluttered Scenes.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Automatic Generation of the Statistical Model of a Non-Rigid Object in a Multiple-Camera Environment.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Change Detection Methods for Automatic Scene Analysis by Using Mobile Surveillance Cameras.
Proceedings of the 2000 International Conference on Image Processing, 2000

Adaptive Post-Processing Error Concealment Based on Feedback from a Video-Surveillance System.
Proceedings of the 2000 International Conference on Image Processing, 2000

Real-time robust detection of moving objects in cluttered scenes.
Proceedings of the 10th European Signal Processing Conference, 2000

Adaptive change detection approach for object detection in outdoor scenes under variable speed illumination changes<sup>1</sup>.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Non-Gaussian characterization of DS/CDMA noise in few-user systems with complex signature sequences.
IEEE Trans. Signal Process., 1999

A neural network approach for moving objects recognition in color image sequences for surveillance applications.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A classical morphological approach to color image filtering based on space filling curves.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A post-processing algorithm for performance enhancement of remote video-based monitoring systems.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

A Video-based Surveillance System with Content-based Retrieval Capabilities for Railway Transport Applications.
Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

Joint Video-Shot and Layer Indexing in Video-Surveillance Application.
Proceedings of the 1999 International Conference on Image Processing, 1999

Roc Curves for Performance Evaluation of Video Sequences Processing Systems for Surveillance Applications.
Proceedings of the 1999 International Conference on Image Processing, 1999

Remote Cable-Based Video Surveillance Applications: The Avs-Rio Project.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Multimedia Communication Techniques for Remote Cable-Based Video-Surveillance Systems.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Group-membership reinforcement for straight edges based on Bayesian networks.
IEEE Trans. Image Process., 1998

HOS-based generalized noise pdf models for signal detection optimization.
Signal Process., 1998

A Probabilistic Approach to the Coupled Reconstruction and Restoration of Underwater Acoustic Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Circuit realization of Markov random fields for analog image processing.
Int. J. Circuit Theory Appl., 1998

A Quantitative Methodology for Parameters Setting in 3D People Localization System for Surveillance Applications.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

A Robust Hybrid Bayesian-Morphological Approach to Multidimensional Image Filtering.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Content-based Retrieval and Real Time Detection from Video Sequences Acquired by Surveillance Systems.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A robust method for reflections analysis in color image sequences.
Proceedings of the 9th European Signal Processing Conference, 1998

A multimedia system for the surveillance of unattended railway stations.
Proceedings of the 9th European Signal Processing Conference, 1998

An integrated system for object tracking and progressive coding based on statistical morphology.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
A new approach to vector median filtering based on space filling curves.
IEEE Trans. Image Process., 1997

A real-time model-based method for 3-D object orientation estimation in outdoor scenes.
IEEE Signal Process. Lett., 1997

A Belief-Based Approach for Adaptive Image Processing.
Int. J. Pattern Recognit. Artif. Intell., 1997

A Markovian Approach to Color Image Restoration Based on Space Filling Curves.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A Long Term Change Detection Method for Surveillance Applications.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Signal restoration by statistical soft morphology.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Synthesis of unequally spaced arrays by simulated annealing.
IEEE Trans. Signal Process., 1996

A distributed probabilistic system for adaptive regulation of image processing parameters.
IEEE Trans. Syst. Man Cybern. Part B, 1996

Adaptive camera regulation for investigation of real scenes.
IEEE Trans. Ind. Electron., 1996

Distributed data fusion for real-time crowding estimation.
Signal Process., 1996

A Hough-Based Matching of 2D Line Segments in a Monocular Image Sequence.
Int. J. Pattern Recognit. Artif. Intell., 1996

Grouping as a Searching Process for Minimum-Energy Configurations of Labelled Random Fields.
Comput. Vis. Image Underst., 1996

Properties of binary statistical morphology.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

A new distance measure for vectorial rank-order filters based on space filling curves.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

The PASSWORDS Project [intelligent video image analysis system].
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

MRF-CNN: a nonlinear analog circuit for piecewise constant image synthesis.
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

Application to locally optimum detection of a new noise model.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Progressive image coding for visual surveillance applications based on statistical morphological skeleton.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
A Gibbs Markov random field model for active imaging at microwave frequencies.
Signal Process., 1995

Circular arc extraction by direct clustering in a 3D Hough parameter space.
Signal Process., 1995

A Multilevel Fusion Approach to Object Identification in Outdoor Road Scenes.
Int. J. Pattern Recognit. Artif. Intell., 1995

3D pose estimation and shape coding of moving objects based on statistical morphological skeleton.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Statistical Pattern Spectrum for Binary Pattern Recognition.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

Density Evaluation and Tracking of Multiple Objects from Image Sequences.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Shape Representation from Image Sequences by using Binary Statistical Morphology.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Statistical morphological filters for binary image processing.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

A comparison between spectral and bispectral analysis for ship detection from acoustical time series.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
A multilevel GMRF-based approach to image segmentation and restoration.
Signal Process., 1993

Distributed spatial reasoning for multisensory image interpretation.
Signal Process., 1993

1992
Multilevel GMRF-based segmentation of image sequences.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Distributed Belief Revision for Adaptive Image Processing Regulation.
Proceedings of the Computer Vision, 1992

1991
A numerical and symbolic fusion method for interpretation of image sequence.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Map-Driven Image Interpretation by Associative Model Indexing.
Proceedings of IAPR Workshop on Machine Vision Applications, 1990

1989
Multilevel data-fusion for detection of moving objects.
Proceedings of the IEEE International Conference on Systems, 1989

Integration of Territorial Maps in the Vision System of an Autonomous Land Vehicle.
Proceedings of the Intelligent Autonomous Systems 2, 1989

1988
Extension of IBIS for 3D organ recognition in NMR multislices.
Pattern Recognit. Lett., 1988


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