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School of Electronic Engineering and Computer Science

Professor Andrea Cavallaro

Andrea

Director of Centre for Intelligent Sensing & Professor in Multimedia Signal Processing

Email: a.cavallaro@qmul.ac.uk
Telephone: +44 20 7882 5165
Room Number: Peter Landin, CS 436
Website: http://www.eecs.qmul.ac.uk/~andrea
Office Hours: Monday 15:00-17:00

Profile

Andrea Cavallaro is Turing Fellow at The Alan Turing Institute, the UK National Institute for Data Science and Artificial Intelligence, and Full Professor at Queen Mary University of London, a Russell Group university. He is the founding Director of the Centre for Intelligent Sensing and the Director of Research of the School of Electronic Engineering and Computer Science. He is a Fellow of the International Association for Pattern Recognition (IAPR) for “contributions to image processing and multi-sensor scene understanding,” and a Fellow of the Higher Education Academy. He serves as Editor-in-Chief of Signal Processing: Image Communication, as Senior Area Editor for the IEEE Transactions on Image Processing, as member of the IEEE Video Signal Processing and Communication Technical Committee and as member of the Technical Directions Board of the IEEE Signal Processing Society.

Professor Cavallaro received his Ph.D. in Electrical Engineering from the École polytechnique fédérale de Lausanne (EPFL) in 2002. He was a Research Fellow with British Telecommunications (BT) in 2004 and was awarded the Royal Academy of Engineering Teaching Prize in 2007; three student paper awards on target tracking and perceptually sensitive coding at IEEE ICASSP in 2005, 2007 and 2009; and the best paper award at IEEE AVSS 2009. He was selected as IEEE Signal Processing Society Distinguished Lecturer (2020-2021) and is the past Chair of the IEEE Image, Video, and Multidimensional Signal Processing Technical Committee (2020-2021). He also served as elected member of the IEEE Multimedia Signal Processing Technical Committee and chair of the Awards committee of the IEEE Signal Processing Society, Image, Video, and Multidimensional Signal Processing Technical Committee. He served as Area Editor for the IEEE Signal Processing Magazine (2012-2014); and as Associate Editor for the IEEE Transactions on Image Processing (2011-2015), IEEE Transactions on Signal Processing (2009-2011), IEEE Transactions on Multimedia (2009-2010), IEEE Signal Processing Magazine (2008-2011) and IEEE Multimedia (2016-2018). He also served as Guest Editor the IEEE Transactions on Multimedia (2019), IEEE Transactions on Circuits and Systems for Video Technology (2017, 2011), Pattern Recognition Letters (2016), IEEE Transactions on Information Forensics and Security (2013), International Journal of Computer Vision (2011), IEEE Signal Processing Magazine (2010), Computer Vision and Image Understanding (2010), Annals of the British Machine Vision Association (2010), Journal of Image and Video Processing (2010, 2008), and Journal on Signal, Image and Video Processing (2007).

Professor Cavallaro has published over 270 journal and conference papers, one monograph on Video tracking (2011, Wiley) and three edited books: Multi-camera networks (2009, Elsevier); Analysis, retrieval and delivery of multimedia content (2012, Springer); and Intelligent multimedia surveillance (2013, Springer).

Teaching

Introduction to Computer Vision (Postgraduate/Undergraduate)

In recent years, research in computer vision has made significant progress. This is largely driven by the recognition that effective visual perception is crucial in understanding intelligent behaviour - unless we understand how we perceive, we will never understand how we reason The first part of the module will introduce the relevant concepts and techniques in machine learning. In the second part we will show how these techniques can be applied to various areas in computer vision.

Research

Research Interests:

Professor Cavallaro has an established track record in building bridges between disciplines, such as linking signal processing and wireless networks for distributed tracking, machine learning and image processing for scene analysis, and audio-visual sensing and robotics for autonomous, collaborative systems. His research interests include machine learning for multimodal perception, computer vision, machine listening, and information privacy. 

Publications

    • Xompero A, Pang YL, Patten T et al. (2022), AUDIO-VISUAL OBJECT CLASSIFICATION FOR HUMAN-ROBOT COLLABORATION $nameOfConference


    • Rajan V, Brutti A, Cavallaro A (2022), IS CROSS-ATTENTION PREFERABLE TO SELF-ATTENTION FOR MULTI-MODAL EMOTION RECOGNITION? $nameOfConference


    • Li CY, Cavallaro A (2022), TRAINING PRIVACY-PRESERVING VIDEO ANALYTICS PIPELINES BY SUPPRESSING FEATURES THAT REVEAL INFORMATION ABOUT PRIVATE ATTRIBUTES $nameOfConference


    • Xompero A, Donaher S, Iashin V et al. (2022), The CORSMAL Benchmark for the Prediction of the Properties of Containers $nameOfConference


    • Oh C, Pang YL, Cavallaro A (2021), OHPL: One-shot Hand-eye Policy Learner 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)


    • Sanchez-Matilla R, Cavallaro A (2021), Benchmark for anonymous video analytics $nameOfConference


    • Shahin Shamsabadi A, Oh C, Cavallaro A (2021), Semantically Adversarial Learnable Filters $nameOfConference


    • Malekzadeh M, Clegg R, Cavallaro A et al. (2021), DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data $nameOfConference


    • Pang YL, Xompero A, Oh C et al. (2021), Towards safe human-to-robot handovers of unknown containers IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)


    • Qian X, Brutti A, Lanz O et al. (2021), Audio-visual tracking of concurrent speakers $nameOfConference


    • Apicella T, Cavallaro A, Berta R et al. (2021), An Affordance Detection Pipeline for Resource-Constrained Devices $nameOfConference


    • Donaher S, Xompero A, Cavallaro A (2021), Audio classification of the content of food containers and drinking glasses $nameOfConference


    • Shamsabadi AS, Teixeira FS, Abad A et al. (2021), Foolhd: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances $nameOfConference


    • Modas A, Xompero A, Sanchez-Matilla R et al. (2021), IMPROVING FILLING LEVEL CLASSIFICATION WITH ADVERSARIAL TRAINING $nameOfConference


    • Zhou K, Yang Y, Cavallaro A et al. (2021), Learning Generalisable Omni-Scale Representations for Person Re-Identification $nameOfConference


    • Alex A, Wang L, Gastaldo P et al. (2021), Mixup Augmentation for Generalizable Speech Separation $nameOfConference


    • Lakhal MI, Boscaini D, Poiesi F et al. (2021), Novel-View Human Action Synthesis $nameOfConference


    • Li CY, Sánchez-Matilla R, Shamsabadi AS et al. (2021), ON THE REVERSIBILITY OF ADVERSARIAL ATTACKS $nameOfConference


    • Varotto L, Cenedese A, Cavallaro A (2021), Probabilistic Radio-Visual Active Sensing for Search and Tracking $nameOfConference


    • Stoidis D, Cavallaro A (2021), Protecting gender and identity with disentangled speech representations $nameOfConference


    • Rajan V, Brutti A, Cavallaro A (2021), Robust latent representations via cross-modal translation and alignment $nameOfConference


    • Oh C, Xompero A, Cavallaro A (2021), Visual adversarial attacks and defenses $nameOfConference


    • Cavallaro A, Malekzadeh M, Shamsabadi AS (2020), Deep Learning for Privacy in Multimedia $nameOfConference


    • Li CY, Cavallaro A (2020), Cast-Gan: Learning to Remove Colour Cast from Underwater Images $nameOfConference


    • Wang L, Cavallaro A (2020), Deep learning assisted time-frequency processing for speech enhancement on drones $nameOfConference


    • Wang L, Cavallaro A (2020), A blind source separation framework for ego-noise reduction on multi-rotor drones $nameOfConference


    • Shahin Shamsabadi A, Sanchez-Matilla R, Cavallaro A (2020), ColorFool: Semantic Adversarial Colorization EEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)


    • Cross MS, Cavallaro A (2020), Privacy as a Feature for Body-Worn Cameras $nameOfConference


    • Modas A, Sanchez-Matilla R, Frossard P et al. (2020), Toward Robust Sensing for Autonomous Vehicles $nameOfConference


    • Mo F, Shamsabadi AS, Katevas K et al. (2020), DarkneTZ: Towards model privacy at the edge using trusted execution environments $nameOfConference


    • Tadesse GA, Bent O, Marcenaro L et al. (2020), Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions] $nameOfConference


    • Shamsabadi AS, Oh C, Cavallaro A (2020), Edgefool: An Adversarial Image Enhancement Filter $nameOfConference


    • Xompero A, Sanchez-Matilla R, Modas A et al. (2020), Multi-View Shape Estimation of Transparent Containers $nameOfConference


    • Sanchez-Matilla R, Chatzilygeroudis K, Modas A et al. (2020), Benchmark for Human-to-Robot Handovers of Unseen Containers with Unknown Filling $nameOfConference


    • Sanchez-Matilla R, Li CY, Shahin Shamsabad A et al. (2020), Exploiting vulnerabilities of deep neural networks for privacy protection $nameOfConference


    • Shamsabadi AS, Gascon A, Haddadi H et al. (2020), PrivEdge: From Local to Distributed Private Training and Prediction $nameOfConference


    • Oh C, Cavallaro A (2020), View-Action Representation Learning for Active First-Person Vision $nameOfConference


    • Malekzadeh M, Clegg RG, Cavallaro A et al. (2020), Privacy and utility preserving sensor-data transformations $nameOfConference


    • Xompero A, Lanz O, Cavallaro A (2020), A Spatio-Temporal Multi-Scale Binary Descriptor $nameOfConference


    • Muzaffar R, Yanmaz E, Raffelsberger C et al. (2020), Live multicast video streaming from drones: an experimental study $nameOfConference


    • Sanchez-Matilla R, Cavallaro A (2020), Motion Prediction for First-Person Vision Multi-object Tracking $nameOfConference


    • Mo F, Shamsabadi AS, Katevas K et al. (2019), Poster: Towards characterizing and limiting information exposure in DNN layers $nameOfConference


    • Wang L, Sanchez-Matilla R, Cavallaro A (2019), Audio-visual sensing from a quadcopter: Dataset and baselines for source localization and sound enhancement $nameOfConference


    • Rajan V, Brutti A, Cavallaro A (2019), ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation $nameOfConference


    • Zhou K, Yang Y, Cavallaro A et al. (2019), Omni-scale feature learning for person re-identification $nameOfConference


    • Lakhal M, Lanz O, Cavallaro A (2019), View-LSTM: Novel-view video synthesis through view decomposition $nameOfConference


    • Sanchez-Matilla R, Cavallaro A (2019), A Predictor of Moving Objects for First-Person Vision $nameOfConference


    • Lakhal MI, Lanz O, Cavallaro A (2019), Learnable Masks for Pose-Guided View Synthesis $nameOfConference


    • OH C, CAVALLARO A (2019), Learning action representations for self-supervised visual exploration IEEE Int. Conference on Robotics and Automation (ICRA)


    • Lanz O, Brutti A, Xompero A et al. (2019), Accurate Target Annotation in 3D from Multimodal Streams IEEE International Conference on Acoustics, Speech and Signal Processing


    • Qi H, Yu J, Cavallaro A et al. (2019), Robust Compressive Sensing of Multiband Spectrum with Partial and Incorrect Priors $nameOfConference


    • Li CY, Shahin Shamsabadi A, Sanchez-Matilla R et al. (2019), Scene Privacy Protection $nameOfConference


    • Malekzadeh M, Clegg RG, Cavallaro A et al. (2019), Mobile sensor data anonymization $nameOfConference


    • Su Z, Fang Q, Wang H et al. (2019), Guest editorial trustworthiness in social multimedia analytics and delivery $nameOfConference


    • QIAN X, Brutti A, Lanz O et al. (2019), Multi-speaker tracking from an audio-visual sensing device $nameOfConference


    • Sarwar O, Rinner B, Cavallaro A (2019), A Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian Mixtures $nameOfConference


    • Abebe G, Catala A, Cavallaro A (2019), A first-person vision dataset of office activities $nameOfConference


    • Portêlo A, Cavallaro A, Barata C et al. (2019), Description and Recognition of Activity Patterns Using Sparse Vector Fields $nameOfConference


    • Lakhal MI, Lanz O, Cavallaro A (2019), Pose guided human image synthesis by view disentanglement and enhanced weighting loss $nameOfConference


    • Lakhal MI, Clapés A, Escalera S et al. (2019), Residual stacked RNNs for action recognition $nameOfConference


    • Zhou K, Xiang T, Cavallaro A (2019), Video summarisation by classification with deep reinforcement learning $nameOfConference

    • Poiesi F, Cavallaro A (2018), A distributed vision-based consensus model for aerial-robotic teams $nameOfConference


    • Sarwar O, Cavallaro A, Rinner B (2018), Temporally Smooth Privacy-Protected Airborne Videos $nameOfConference


    • Wang L, Sanchez-Matilla R, Cavallaro A (2018), Tracking a moving sound source from a multi-rotor drone $nameOfConference


    • Li CY, Mazzon R, Cavallaro A (2018), An Online Platform for Underwater Image Quality Evaluation Computer Vision for Automated Analysis of Underwater Imagery Workshop (CVAUI) 2018


    • Chang YY, Mazzon R, Cavallaro A (2018), Real-time quality assessment of videos from body-worn cameras European Signal Processing Conference (EUSIPCO) 2018


    • Cavallaro A, Brutti A (2018), Audio-visual learning for body-worn cameras $nameOfConference


    • Qian X, Xompero A, Cavallaro A et al. (2018), 3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera $nameOfConference


    • Baydoun M, Ravanbakhsh M, Campo D et al. (2018), A multi-perspective approach to anomaly detection for self -aware embodied agents $nameOfConference


    • Wang Y, Cavallaro A (2018), Concurrent target following with active directional sensors $nameOfConference


    • Baydoun M, Campo D, Sanguineti V et al. (2018), Learning Switching Models for Abnormality Detection for Autonomous Driving $nameOfConference


    • Xompero A, Lanz O, Cavallaro A (2018), Multi-Camera Matching of Spatio-Temporal Binary Features $nameOfConference


    • Li CY, Cavallaro A (2018), Background Light Estimation for Depth-Dependent Underwater Image Restoration $nameOfConference


    • Sanchez-Matilla R, Cavallaro A (2018), Confidence Intervals for Tracking Performance Scores $nameOfConference


    • Shamsabadi AS, Haddadi H, Cavallaro A (2018), Distributed One-Class Learning $nameOfConference


    • Xompero A, Lanz O, Cavallaro A (2018), MORB: A Multi-Scale Binary Descriptor $nameOfConference


    • Campo D, Baydoun M, Marcenaro L et al. (2018), Unsupervised trajectory modeling based on discrete descriptors for classifying moving objects in video sequences $nameOfConference


    • Ahmed S, Hansard M, Cavallaro A (2018), Constrained optimization for plane-based stereo $nameOfConference


    • Tadesse GA, Cavallaro A (2018), Visual features for ego-centric activity recognition: A survey $nameOfConference


    • Malekzadeh M, Cavallaro A, Clegg RG et al. (2018), Protecting sensory data against sensitive inferences $nameOfConference


    • WANG L, CAVALLARO A (2018), Acoustic Sensing From a Multi-Rotor Drone $nameOfConference


    • Matthews T, Osorio D, Cavallaro A et al. (2018), The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates. $nameOfConference


    • Sanmiguel JC, Cavallaro A (2018), Efficient estimation of target detection quality $nameOfConference


    • WANG L, CAVALLARO A (2018), Pseudo-determined blind source separation for ad-hoc microphone networks $nameOfConference


    • Mohedano R, Cavallaro A, Garciá N (2018), A hierarchical approach to sensor network calibration by joint refinement of sensor pose and object trajectories $nameOfConference


    • Conci N, Bisagno N, Cavallaro A (2018), On Modeling and Analyzing Crowds From Videos $nameOfConference


    • Lawal IA, Poiesi F, Anguita D et al. (2017), Support vector motion clustering $nameOfConference


    • Sanchez-Matilla R, Wang L, Cavallaro A (2017), Multi-modal localization and enhancement of multiple sound sources from a micro aerial vehicle $nameOfConference


    • Lu YH, Cavallaro A, Crump C et al. (2017), Panel: Privacy protection in online multimedia $nameOfConference


    • Katragadda S, Cavallaro A (2017), A batch asynchronous tracker for wireless smart-camera networks $nameOfConference


    • Wang Y, Cavallaro A (2017), Active visual tracking in multi-agent scenarios $nameOfConference


    • Campo D, Baydoun M, Marcenaro L et al. (2017), Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components $nameOfConference


    • EMBERTON S, Chittka L, Cavallaro A (publicationYear), Underwater image and video dehazing with pure haze region segmentation $nameOfConference


    • Abebe G, Cavallaro A (2017), A Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity Recognition $nameOfConference


    • Abebe G, Cavallaro A (2017), Inertial-Vision: Cross-Domain Knowledge Transfer for Wearable Sensors $nameOfConference


    • Khalid OU, Sanmiguel JC, Cavallaro A (2017), Multi-Tracker Partition Fusion $nameOfConference


    • Brutti A, Cavallaro A (2017), Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-identification with Wearable Cameras $nameOfConference


    • WANG L, cavallaro A (2017), Time-frequency processing for sound source localization from a micro aerial vehicle 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017)


    • Qian X, Brutti A, Omologo M et al. (2017), 3D audio-visual speaker tracking with an adaptive particle filter $nameOfConference


    • Katragadda S, Regazzoni CS, Cavallaro A (2017), Average consensus-based asynchronous tracking $nameOfConference


    • Abebe G, Cavallaro A (2017), Hierarchical modeling for first-person vision activity recognition $nameOfConference


    • Zhao L, Hansard M, Cavallaro A (2017), Layered Scene Models from Single Hazy Images $nameOfConference


    • Ma Y, Gao Y, Cavallaro A et al. (2017), Sparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White Space $nameOfConference


    • Sariyanidi E, Gunes H, Cavallaro A (2017), The Role of Registration and Representation in Facial Affect Analysis $nameOfConference


    • Yao H, Cavallaro A, Bouwmans T et al. (2017), Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance $nameOfConference


    • WANG L, cavallaro A (2017), Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles $nameOfConference


    • Brutti A, Cavallaro A (2017), Online Cross-Modal Adaptation for Audio-Visual Person Identification with Wearable Cameras $nameOfConference


    • Sariyanidi E, Gunes H, Cavallaro A (2017), Learning Bases of Activity for Facial Expression Recognition $nameOfConference


    • sariyanidi, Gunes, CAVALLARO A (2017), Biologically-Inspired Motion Encoding for Robust Global Motion Estimation $nameOfConference


    • Sanmiguel JC, Cavallaro A (2017), Networked computer vision: The importance of a holistic simulator $nameOfConference


    • Nasrollahi K, Distante C, Hua G et al. (2017), Preface $nameOfConference

    • Sariyanidi E, Gunes H, Cavallaro A (2016), Robust Registration of Dynamic Facial Sequences. $nameOfConference


    • Khan A, Rinner B, Cavallaro A (2016), Cooperative Robots to Observe Moving Targets: Review $nameOfConference


    • CAVALLARO A (2016), On-line cross-modal adaptation for audio-visual person identification with wearable cameras $nameOfConference

    • Sarwar O, Rinner B, Cavallaro A (2016), Design space exploration for adaptive privacy protection in airborne images $nameOfConference


    • Wang L, Cavallaro A (2016), Ear in the sky: Ego-noise reduction for auditory micro aerial vehicles $nameOfConference


    • Wang Y, Cavallaro A (2016), Prioritized target tracking with active collaborative cameras $nameOfConference


    • Muzaffar R, Yanmaz E, Bettstetter C et al. (2016), Application-layer rate-adaptive multicast video streaming over 802.11 for mobile devices $nameOfConference


    • Battiato GES, Cavallaro A, Distante C (2016), Special issue on “Video analytics for audience measurement in retail and digital signage” $nameOfConference


    • Abebe G, Cavallaro A, Parra X (2016), Robust multi-dimensional motion features for first-person vision activity recognition $nameOfConference


    • Carlos SanMiguel J, Cavallaro A (2016), Energy Consumption Models for Smart Camera Networks $nameOfConference


    • Muzaffar R, Vukadinovic V, Cavallaro A (2016), Rate-adaptive multicast video streaming from teams of micro aerial vehicles $nameOfConference


    • Wang L, Hon TK, Reiss JD et al. (2016), An Iterative Approach to Source Counting and Localization Using Two Distant Microphones $nameOfConference


    • Bano S, Cavallaro A (2016), ViComp: composition of user-generated videos $nameOfConference


    • WANG L, Reiss J, cavallaro A (2016), Over-Determined Source Separation and Localization Using Distributed Microphones $nameOfConference


    • Wang L, Hon TK, Reiss JD et al. (2016), Self-localization of ad-hoc arrays using time difference of arrivals $nameOfConference


    • Khalid OU, Cavallaro A, Rinner B (2016), Detecting tracking errors via forecasting $nameOfConference


    • Poiesi F, Cavallaro A (2016), Detection of fast incoming objects with a moving camera $nameOfConference


    • Sanchez-Matilla R, Poiesi F, Cavallaro A (2016), Online multi-target tracking with strong and weak detections $nameOfConference


    • Emberton S, Chittka L, Cavallaro A et al. (2016), Sensor capability and atmospheric correction in ocean colour remote sensing $nameOfConference


    • Hon TK, Wang L, Reiss JD et al. (2015), Fine landmark-based synchronization of ad-hoc microphone arrays $nameOfConference


    • Poiesi F, Cavallaro A (2015), Distributed vision-based flying cameras to film a moving target $nameOfConference


    • Khan A, Rinner B, Cavallaro A (2015), Multiscale observation of multiple moving targets using Micro Aerial Vehicles $nameOfConference


    • Poiesi F, Cavallaro A (2015), Predicting and recognizing human interactions in public spaces $nameOfConference


    • Wang Y, Cavallaro A (2015), Coalition formation for distributed tracking in wireless camera networks $nameOfConference


    • Biresaw TA, Cavallaro A, Regazzoni CS (2015), Dynamic Bayesian Network modeling for self- and cross-correcting tracking $nameOfConference


    • Bano S, Cavallaro A, Parra X (2015), Gyro-based camera-motion detection in user-generated videos $nameOfConference


    • Nguyen LNN, Rodríguez-Martín D, Català A et al. (2015), Basketball activity recognition using wearable inertial measurement units $nameOfConference


    • Zhao L, HANSARD M, Cavallaro A (2015), Pop-up modelling of hazy scenes International Conference on Image Analysis and Processing


    • Li W, Song YZ, Cavallaro A (2015), Refining graph matching using inherent structure information $nameOfConference


    • Sariyanidi E, Gunes H, Cavallaro A (2015), Automatic analysis of facial affect: A survey of registration, representation, and recognition $nameOfConference


    • Katragadda S, Cavallaro A (2015), Neighbour consensus for distributed visual tracking $nameOfConference


    • Tahir SF, Cavallaro A, Rinner B (2015), Re-identification with multiple source-cameras $nameOfConference


    • Poiesi F, Cavallaro A (2015), Self-positioning of a team of flying smart cameras $nameOfConference


    • SanMiguel JC, Cavallaro A (2015), Cost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera Networks $nameOfConference


    • Bano S, Cavallaro A (2015), Discovery and organization of multi-camera user-generated videos of the same event $nameOfConference


    • Biresaw TA, Cavallaro A, Regazzoni CS (2015), Tracker-level fusion for robust bayesian visual tracking $nameOfConference


    • Sariyanidi E, Gunes H, Cavallaro A (2015), Probabilistic Subpixel Temporal Registration for Facial Expression Analysis $nameOfConference


    • Poiesi F, Cavallaro A (2015), Tracking multiple high-density homogeneous targets $nameOfConference


    • Biresaw TA, Cavallaro A, Regazzoni CS (2015), Correlation-based self-correcting tracking $nameOfConference


    • Llagostera Casanovas A, Cavallaro A (2015), Audio-visual events for multi-camera synchronization $nameOfConference


    • Hon TK, Wang L, Reiss JD et al. (2015), Audio Fingerprinting for Multi-Device Self-Localisation $nameOfConference


    • Emberton S, Chittka L, Cavallaro A (2015), Hierarchical rank-based veiling light estimation for underwater dehazing Procedings of the British Machine Vision Conference 2015


    • Poiesi F, Cavallaro A (2015), MTTV: An interactive trajectory visualization and analysis tool $nameOfConference


    • Sariyanidi E, Gunes H, Cavallaro A (2015), Probabilistic subpixel temporal registration for facial expression analysis $nameOfConference


    • Sanmiguel JC, Cavallaro A (2015), Temporal validation of Particle Filters for video tracking $nameOfConference


    • Katragadda S, SanMiguel JC, Cavallaro A (2014), The costs of fusion in smart camera networks $nameOfConference


    • Zini L, Odone F, Cavallaro A (2014), Multiview matching of articulated objects $nameOfConference


    • Katragadda S, Sanmiguel JC, Cavallaro A (2014), Consensus protocols for distributed tracking in wireless camera networks $nameOfConference

    • Poiesi F, Cavallaro A (2014), Predicting and recognizing human interactions in public spaces $nameOfConference


    • SanMiguel JC, Shoop K, Cavallaro A et al. (2014), Self-Reconfigurable Smart Camera Networks $nameOfConference


    • Chen F, De Vleeschouwer C, Cavallaro A (2014), Resource Allocation for Personalized Video Summarization $nameOfConference


    • Nawaz T, Poiesi F, Cavallaro A (2014), Assessing tracking assessment measures $nameOfConference


    • Nawaz T, Cavallaro A, Rinner B (2014), Trajectory clustering for motion pattern extraction in aerial videos $nameOfConference


    • Nawaz T, Poiesi F, Cavallaro A (2014), Assessing tracking assessment measures $nameOfConference


    • Poiesi F, Cavallaro A (2014), Chapter 19 Multi-Target Tracking in Video $nameOfConference


    • Tahir SF, Cavallaro A (2014), Cost-effective features for reidentification in camera networks $nameOfConference


    • Tahir SF, Cavallaro A (2014), Low-cost multi-camera object matching $nameOfConference


    • Nawaz T, Poiesi F, Cavallaro A (2014), Measures of Effective Video Tracking $nameOfConference


    • Del Coco M, Cavallaro A (2014), Parallel particle-PHD filter $nameOfConference


    • Distante C, Battiato S, Cavallaro A (2014), Preface $nameOfConference

    • Akgun T, Attwood C, Cavallaro A et al. (2014), Towards cognitive and perceptive video systems $nameOfConference


    • Mohedano R, Cavallaro A, García N (2013), Camera Localization using Trajectories and Maps. $nameOfConference


    • Atrey PK, Kankanhalli MS, Cavallaro A (2013), Preface $nameOfConference


    • Borges PVK, Conci N, Cavallaro A (2013), Video-Based Human Behavior Understanding: A Survey $nameOfConference


    • Chen F, Cavallaro A (2013), Detecting group interactions by online association of trajectory data $nameOfConference


    • Poiesi F, Mazzon R, Cavallaro A (2013), Multi-target tracking on confidence maps: An application to people tracking $nameOfConference


    • Babaguchi N, Cavallaro A, Chellappa R et al. (2013), Special Issue on Intelligent Video Surveillance for Public Security and Personal Privacy $nameOfConference


    • Babaguchi N, Cavallaro A, Chellappa R et al. (2013), Guest editorial special issue on intelligent video surveillance for public security and personal privacy $nameOfConference


    • Zini L, Cavallaro A, Odone F (2013), Action-Based Multi-Camera Synchronization $nameOfConference


    • Daniyal F, Cavallaro A (2013), View Selection $nameOfConference


    • Nawaz T, Cavallaro A (2013), A protocol for evaluating video trackers under real-world conditions. $nameOfConference


    • Mazzon R, Cavallaro A (2013), Multi-camera tracking using a Multi-Goal Social Force Model $nameOfConference


    • Cavallaro A, Kwasinski A (2013), Columns and forum $nameOfConference


    • Mazzon R, Poiesi F, Cavallaro A (2013), Detection and tracking of groups in crowd $nameOfConference


    • Targon V, Cavallaro A, IEEE (2013), Distributed Measurement Selection for Energy-efficient Radio Tracking $nameOfConference

    • Adami N, Cavallaro A, Leonardi R et al. (2013), Lecture Notes in Electrical Engineering: Preface $nameOfConference

    • Sariyanidi E, Gunes H, Gökmen M et al. (2013), Local Zernike Moment Representation for Facial Affect Recognition Procedings of the British Machine Vision Conference 2013


    • Taj M, Cavallaro A (2013), Simultaneous detection and tracking with multiple cameras $nameOfConference


    • Kayumbi G, Mazzeo PL, Cavallaro A (2012), Error propagation in multi-camera tracking $nameOfConference


    • García-Martín A, Cavallaro A, Martínez JM (2012), People-background segmentation with unequal error cost $nameOfConference


    • Sanmiguel JC, Cavallaro A, Martínez JM (2012), Standalone evaluation of deterministic video tracking $nameOfConference


    • Mazzon R, Tahir SF, Cavallaro A (2012), Person re-identification in crowd $nameOfConference


    • Salti S, Cavallaro A, Di Stefano L (2012), Adaptive Appearance Modeling for Video Tracking: Survey and Evaluation $nameOfConference


    • SanMiguel JC, Cavallaro A, Martinez JM (2012), Adaptive Online Performance Evaluation of Video Trackers $nameOfConference


    • Anjum N, Cavallaro A (2012), Automated Localization of a Camera Network $nameOfConference


    • Taj M, Cavallaro A, IEEE (2012), INTERACTION RECOGNITION IN WIDE AREAS USING AUDIOVISUAL SENSORS $nameOfConference


    • Nastasi C, Cavallaro A (2011), Distributed target tracking under realistic network conditions $nameOfConference


    • Daniyal F, Cavallaro A (2011), Multi-camera scheduling for video production $nameOfConference


    • Nastasi C, Cavallaro A (2011), WiSE-MNet: An experimental environment for wireless multimedia sensor networks $nameOfConference


    • Anjum N, Mirza MJ, Cavallaro A (2011), Camera network localization using trajectory estimation $nameOfConference


    • Popkin T, CAVALLARO A, Hands D (2011), Image coding using depth blurring for aesthetically acceptable distortion $nameOfConference


    • Chellappa R, Cavallaro A, Wu Y et al. (2011), Special Issue on Video Analysis on Resource-Limited Systems $nameOfConference


    • Taj M, Cavallaro A (2011), Distributed and Decentralized Multicamera Tracking $nameOfConference


    • Daniyal F, Cavallaro A, IEEE (2011), ABNORMAL MOTION DETECTION IN CROWDED SCENES USING LOCAL SPATIO-TEMPORAL ANALYSIS $nameOfConference


    • Popkin T, Cavallaro A, Hands D et al. (2011), EFFICIENT DEPTH BLURRING WITH OCCLUSION HANDLING $nameOfConference


    • Nawaz T, Cavallaro A, IEEE (2011), PFT: A PROTOCOL FOR EVALUATING VIDEO TRACKERS $nameOfConference


    • Maggio E, CAVALLARO A (2011), Video tracking: theory and practice $nameOfConference


    • SanMiguel JC, Cavallaro A, Martinez JM (2010), Evaluation of on-line quality estimators for object tracking $nameOfConference


    • N Anjum AC (2010), Automated localization of a camera network $nameOfConference


    • Tziakos I, Cavallaro A, Xu LQ (2010), Event monitoring via local motion abnormality detection in non-linear subspace $nameOfConference


    • Cavallaro A, Aghajan H (2010), Special issue on multi-camera and multi-modal sensor fusion $nameOfConference


    • Popkin T, Cavallaro A, Hands D (2010), An Accurate and Efficient Method for Smoothly Space-Variant Gaussian Blurring $nameOfConference


    • Daniyal F, Taj M, Cavallaro A (2010), Content and task-based view selection from multiple video streams $nameOfConference


    • Poiesi F, Daniyal F, Cavallaro A (2010), DETECTOR-LESS BALL LOCALIZATION USING CONTEXT AND MOTION FLOW ANALYSIS $nameOfConference


    • Tziakos I, Cavallaro A, Xu LQ (2010), Local abnormality detection in video using subspace learning $nameOfConference


    • Taj M, Cavallaro A (2010), Multi-view multi-object detection tracking $nameOfConference


    • De Vleeschouwer C, Cavallaro A, Frossard P et al. (2010), Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production $nameOfConference


    • Daniyal F, Cavallaro A (2010), QMUL-ACTIVA: 'Person Runs' detection for the TRECVID surveillance event detection task $nameOfConference

    • Taj M, Cavallaro A (2010), Recognizing Interactions in Video $nameOfConference


    • Anjum N, Cavallaro A (2010), Trajectory clustering for scene context learning and outlier detection $nameOfConference


    • Regazzoni CS, Cavallaro A, Wu Y et al. (2010), Video analytics for surveillance: Theory and practice $nameOfConference


    • Anjum N, Cavallaro A (2009), Trajectory association and fusion across partially overlapping cameras $nameOfConference


    • Taj M, Cavallaro A (2009), Multi-camera track-before-detect $nameOfConference


    • Maggio E, Cavallaro A (2009), Learning Scene Context for Multiple Object Tracking $nameOfConference


    • Maggio E, Cavallaro A (2009), Learning scene context for multiple object tracking $nameOfConference

    • Taj M, Cavallaro A (2009), Multi-camera track-before-detect 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)


    • Nair P, Cavallaro A (2009), 3-D Face Detection, Landmark Localization, and Registration Using a Point Distribution Model $nameOfConference


    • Nair P, Cavallaro A (2009), 3D face detection, landmark localization and registration using a Point Distribution Model $nameOfConference


    • Maggio E, Cavallaro A (2009), Accurate appearance-based Bayesian tracking for maneuvering targets $nameOfConference


    • Popkin T, Cavallaro A, Hands D (2009), Distance blurring for space-variant image coding $nameOfConference

    • Popkin T, Cavallaro A, Hands D (2009), Multi-foveation filtering $nameOfConference


    • Tziakos I, Cavallaro A, Xu LQ (2009), Video event segmentation and visualisation in non-linear subspace $nameOfConference


    • Taj M, Cavallaro A (2009), AUDIO-ASSISTED TRAJECTORY ESTIMATION IN NON-OVERLAPPING MULTI-CAMERA NETWORKS $nameOfConference


    • Cavallaro A (2009), Change detection for object segmentation $nameOfConference


    • Daniyal F, Nair P, Cavallaro A (2009), Compact signatures for 3D face recognition under varying expressions $nameOfConference


    • Daniyal F, Taj M, Cavallaro A (2009), Content and task-based view selection from multiple video streams $nameOfConference


    • Popkin T, Cavallaro A, Hands D (2009), DISTANCE BLURRING FOR SPACE-VARIANT IMAGE CODING $nameOfConference


    • Aghajan H, Cavallaro A (2009), EPILOGUE Outlook $nameOfConference


    • Tziakos I, Cavallaro A, Xu L (2009), Event monitoring via local motion abnormality detection in non–linear subspace $nameOfConference

    • Pachoud S, Maggio E, Cavallaro A (2009), GROUPING MOTION TRAJECTORIES $nameOfConference


    • Anjum N, Cavallaro A (2009), Localization of distributed wireless cameras Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009


    • Popkin T, Cavallaro A, Hands D (2009), MULTI-FOVEATION FILTERING $nameOfConference


    • Aghajan H, Cavallaro A (2009), Multi-Camera Networks $nameOfConference


    • Aghajan H, Cavallaro A (2009), Multi-Camera Networks: Principles and Applications $nameOfConference

    • Anjum N, Cavallaro A (2009), Multi-camera calibration and global trajectory fusion $nameOfConference

    • Cavallaro A, Aghajan H (2009), Preface $nameOfConference


    • Pachoud S, Gong S, Cavallaro A (2009), Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector Machines $nameOfConference

    • Tziakos I, Cavallaro A, Xu L (2009), Video Event Segmentation and Visualisation in Non-linear Subspace $nameOfConference


    • Anjum N, Cavallaro A (2008), Multi-feature object trajectory clustering for video analysis $nameOfConference

    • Anjum N, Cavallaro A (2008), Multifeature Object Trajectory Clustering for Video Analysis $nameOfConference


    • Maggio E, Taj M, Cavallaro A (2008), Efficient multi-target visual tracking using Random Finite Sets $nameOfConference


    • Maggio E, Taj M, Cavallaro A (2008), Efficient multitarget visual tracking using random finite sets $nameOfConference


    • Zhou HY, Taj M, Cavallaro A (2008), Target Detection and Tracking With Heterogeneous Sensors $nameOfConference


    • Zhou H, Taj M, Cavallaro A (2008), Target detection and tracking with heterogeneous sensors $nameOfConference

    • Daniyal F, Aj M, Cavallaro A (2008), CONTENT-AWARE RANKING OF VIDEO SEGMENTS $nameOfConference


    • Karlsson S, Taj M, Cavallaro A (2008), Detection and tracking of humans and faces $nameOfConference


    • Kayumbi G, Mazzeo PL, Spagnolo P et al. (2008), Distributed visual sensing for virtual top-view trajectory generation in football videos $nameOfConference


    • Taj M, Daniyal F, Cavallaro A (2008), Event analysis on TRECVid 2008 London Gatwick dataset $nameOfConference

    • Kayumbi G, Anjum N, Cavallaro A (2008), GLOBAL TRAJECTORY RECONSTRUCTION FROM DISTRIBUTED VISUAL SENSORS $nameOfConference


    • Pachoud S, Gong S, Cavallaro A (2008), Macro-cuboid based probabilistic matching for lip-reading digits $nameOfConference


    • Nair P, Cavallaro A (2008), Matching 3D faces with partial data $nameOfConference


    • Kayumbi G, Cavallaro A (2008), Multi-view trajectory mapping using homography with lens distortion correction $nameOfConference


    • Taj M, Cavallaro A (2008), Object and scene-centric activity detection using state occupancy duration modeling $nameOfConference


    • Taj M, Maggio E, Cavallaro A (2008), Objective evaluation of pedestrian and vehicle Tracking on the CLEAR surveillance dataset $nameOfConference


    • Cavallaro A, Winkler S (2008), Perceptual Semantics $nameOfConference


    • Nair P, Cavallaro A (2008), SHREC'08 entry: Registration and retrieval of 3D faces using a point distribution model $nameOfConference


    • Regazzoni C, Cavallaro A, Porikli F (2008), Video Tracking in Complex Scenes for Surveillance $nameOfConference


    • Regazzoni CS, Cavallaro A, Porikli F (2008), Video Tracking in Complex Scenes for Surveillance Applications $nameOfConference


    • Pachoud S, Gong S, Cavallaro A (2008), Video augmentation for improving audio speech recognition under noise $nameOfConference


    • Zhou H, Taj M, Cavallaro A (2007), Audiovisual tracking using STAC sensors $nameOfConference


    • Kayumbi G, Cavallaro A (2007), Robust homography-based trajectory transformation for multi-camera scene analysis $nameOfConference


    • Maggio E, Smeraldi F, Cavallaro A (2007), Adaptive multi-feature tracking in a particle filtering framework $nameOfConference

    • Maggio E, Smerladi F, Cavallaro A (2007), Adaptive multifeature tracking in a particle filtering framework $nameOfConference


    • Maggio E, Smeraldi F, Cavallaro A (2007), Adaptive multi–feature tracking in a particle filter framework $nameOfConference


    • CAVALLARO A, Xu L-Q (2007), Video signal analysis $nameOfConference

    • CAVALLARO A (2007), Multi-sensor object detection and tracking $nameOfConference

    • Cavallaro A (2007), Special Issue on 'Multi-sensor object detection and tracking' $nameOfConference


    • CAVALLARO A, Maggio E, Taj M (2007), Person and Vehicle Detection and Tracking: Experiments on the CLEAR dATASET Proceedings of Classification of Events, Activities and Relationships (CLEAR) Workshop. Baltimore, Maryland, USA, May 8-9 2007

    • Taj M, Maggio E, Cavallaro A (2007), Objective evaluation of pedestrian and vehicle tracking on the CLEAR surveillance dataset $nameOfConference

    • Cavallaro A (2007), Privacy in video surveillance $nameOfConference


    • Nair P, Cavallaro A (2007), Landmark detection in 2.5D facial scans $nameOfConference

    • Zhou HY, Taj M, Cavallaro A (2007), Audiovisual tracking using STAC sensors $nameOfConference

    • Cavallaro A, Chandrasekera R, Aj M (2007), Hands-on experience in image processing: The automated lecture cameraman $nameOfConference


    • Bregonzio M, Taj M, Cavallaro A (2007), Multi-Modal Particle Filtering Tracking Using Appearance, Motion and Audio Likelihoods 2007 IEEE International Conference on Image Processing


    • Taj M, Cavallaro A (2007), Multi-camera scene analysis using an object-centric Continuous Distribution Hidden Markov Model $nameOfConference

    • Taj M, Cavallaro A (2007), Multi-camera scene analysis using an object-centric continuous distribution Hidden Markov Model $nameOfConference


    • Taj M, Maggio E, Cavallaro A (2007), Multi-feature graph-based object tracking $nameOfConference


    • Bregonzio M, Taj M, Cavallaro A (2007), Multi-modal particle filtering tracking using appearance, motion and audio likelhioods $nameOfConference


    • Maggio E, Piccardo E, Regazzoni C et al. (2007), Particle PHD filtering for multi-target visual tracking $nameOfConference


    • Nair P, Cavallaro A (2007), REGION SEGMENTATION AND FEATURE POINT EXTRACTION ON 3D FACES USING A POINT DISTRIBUTION MODEL 2007 IEEE International Conference on Image Processing


    • Nair P, Cavallaro A (2007), Region segmentation and feature point extraction on 3D faces using a point distribution model $nameOfConference


    • Anjum N, Taj M, Cavallaro A (2007), Relative position estimation of non-overlapping cameras $nameOfConference


    • Kayumbi G, Cavallaro A (2007), Robust homography-based trajectory transformation for multi-camera scene analysis $nameOfConference

    • Anjum N, Cavallaro A (2007), Single camera calibration for trajectory-based behavior analysis $nameOfConference


    • Monaci G, Vandergheynst P, Maggio E et al. (2007), Tracking atoms with particles for audio-visual source localization $nameOfConference


    • Anjum N, Cavallaro A (2007), UNSUPERVISED FUZZY CLUSTERING FOR TRAJECTORY ANALYSIS 2007 IEEE International Conference on Image Processing


    • Anjum N, Cavallaro A (2007), Unsupervised fuzzy clustering for trajectory analysis $nameOfConference


    • CAVALLARO A, Ziliani F (2006), Evaluation of multi-sensor surveillance event detectors IET Conference on Imaging for Crime Detection and Prevention (ICDP 2006), London, 13-14 June 2006

    • CAVALLARO A, Xu L-Q (2006), Surveillance scene change detection IEEE International Workshop on Visual Surveillance (VS2006), in conjunction with ECCV, Graz, Austria, 7-13 May 2006

    • Cavallaro A, Winkler S (2006), Digital Multimedia Perception and Design $nameOfConference

    • CAVALLARO A, WINKLER S (2006), Perceptual Semantics $nameOfConference


    • Steiger O, Ebrahimi T, Cavallaro A (2005), Evaluating perceptually prefiltered video $nameOfConference


    • Maggio E, Cavallaro A (2005), Multi-part target representation for color tracking $nameOfConference


    • CAVALLARO A, Nair PM, Zou L (2005), Facial Scan change detection 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT), London, 29 November - 1 December 2005


    • Cavallaro A, Steiger O, Ebrahimi T (2005), Semantic video analysis for adaptive content delivery and automatic description $nameOfConference

    • CAVALLARO A, Ziliani F, Velastin S et al. (2005), Performance Evaluation of Event Detection Solutions: the CREDS experience Proc. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2005) Como, Italy


    • Smeraldi F, CAVALLARO A, Maggio E (2005), Combining Colour and Orientation for Adaptive Particle Filter-based Tracking British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005


    • Cavallaro A, Salvador E, Ebrahimi T (2005), Shadow-aware object-based video processing $nameOfConference

    • CAVALLARO A, Ziliani F (2005), Characterisation of tracking performance Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005

    • CAVALLARO A, Steiger O, Ebrahimi T (2005), Real-time generation of annotated video for surveillance Proc. of Workshop on Image Analysis For Multimedia Interactive Service (WIAMIS-2005), Montreux (CH), 13-15 April 2005

    • Cavallaro A, Steiger O, Ebrahimi T (2005), Tracking video objects in cluttered background $nameOfConference

    • Cavallaro A (2005), Universal Multimedia Access $nameOfConference


    • Steiger O, Ebrahimi T, Cavallaro A (2005), Evaluating perceptually prefiltered video $nameOfConference

    • Cavallaro A (2005), Event detection in underground stations using multiple heterogeneous surveillance cameras $nameOfConference


    • CAVALLARO A, MAGGIO E (2005), Hybrid Particle Filter and Mean Shift tracker with adaptive transition model $nameOfConference


    • Maggio E, Cavallaro A (2005), Hybrid particle filter and mean shift tracker with adaptive transition model $nameOfConference


    • Cavallaro A (2005), Image analysis and computer vision for undergraduates $nameOfConference


    • Maggio E, Cavallaro A (2005), Multi-part target representation for color tracking $nameOfConference

    • Steiger O, Ebrahimi T, Cavallaro A (2005), Surveillance video for mobile devices $nameOfConference


    • CAVALLARO A (2005), Universal Multimedia Access: accessing information anywhere, anytime $nameOfConference

    • Cavallaro A, Salvador E, Ebrahimi T (2004), Detecting shadows in image sequences $nameOfConference

    • CAVALLARO A (2004), Adding Privacy Constraints to Video-based Applications European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London

    • Salvador E, Cavallaro A, Ebrahimi T (2004), Cast shadow segmentation using invariant color features $nameOfConference


    • Salvador E, Cavallaro A, Ebrahimi T (2004), Cast shadow segmentation using invariant colour features $nameOfConference


    • CAVALLARO A, EBRAHIMI T, SALVADOR E (2004), Rule-based Analysis for Shadow Recognition $nameOfConference

    • Cavallaro A, Ebrahimi T (2004), Interaction between high-level and low-level image analysis for semantic video object extraction $nameOfConference


    • CAVALLARO A, Frossard P, Vandergheynst P et al. (2004), Scalable Colour Image Coding with Matching Pursuit Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing

    • CAVALLARO A, Ebrahimi T, Salvador E (2004), Shadow Detection in Image Sequences Proc. of IEE Conference on Visual Media Production (CVMP), London

    • Ventura RMFI, Vandergheynst P, Frossard P et al. (2004), Color image scalable coding with matching pursuit $nameOfConference


    • Cavallaro A, Steiger O, Ebrahimi T (2004), Perceptual prefiltering for video coding $nameOfConference


    • Cavallaro A, Winkler S (2004), Segmentation-driven perceptual quality metrics $nameOfConference


    • Cavallaro A, Ebrahimi T (2003), Classification of change detection algorithms for object-based applications $nameOfConference


    • Cavallaro A, Ebrahimi T (2003), Object-based video: extraction tools, evaluation metrics and applications $nameOfConference


    • Cavallaro A, Steiger O, Ebrahimi T (2003), Semantic segmentation and description for video transcoding $nameOfConference


    • Salvador E, Cavallaro A, Rahimi TE (2003), Spatio-temporal shadow segmentation and tracking $nameOfConference


    • CAVALLARO A, Ebrahimi T, Steiger O (2002), Multiple Video Object Tracking in Complex Scenes Proc. of ACM Multimedia 2002, Juan les Pins (France)


    • Cavallaro A, Ebrahimi T (2002), Accurate video object segmentation through change detection $nameOfConference


    • Cavallaro A (2002), From visual information to knowledge: semantic video object segmentation, tracking and description $nameOfConference

    • Steiger O, Cavallaro A, Ebrahimi T (2002), MPEG-7 description of generic video objects for scene reconstruction $nameOfConference


    • Cavallaro A, Gelasca ED, Ebrahimi T (2002), Objective evaluation of segmentation quality using spatio-temporal context $nameOfConference


    • Ziliani F, Cavallaro A (2001), Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection $nameOfConference

    • Ziliani F, Cavallaro A (2001), Image analysis for video surveillance based on spatial regularization of a statistical model-based change detection $nameOfConference


    • CAVALLARO A, Macq B, Ebrahimi T et al. (2001), Segmenting Moving Objects: the MODEST Video Object Kernel Proc. of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2001) [invited paper]

    • CAVALLARO A, Ebrahimi T (2001), Change Detection Based on Color Edges Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney, Australia


    • CAVALLARO A, Ebrahimi T, Ziliani F et al. (2001), Automatic and Interactive Segmentation of Video Sequences $nameOfConference


    • Castagno R, Cavallaro A, Ziliani F et al. (2001), Non Linear Model-based Image/Video Processing and Analysis $nameOfConference

    • Salvador E, Cavallaro A, Ebrahimi T (2001), Shadow identification and classification using invariant color models $nameOfConference


    • Cavallaro A, Ebrahimi T (2001), Video object extraction based on adaptive background and statistical change detection $nameOfConference


    • Cavallaro A, Ziliani F (2000), Image Analysis for Advanced Video Surveillance $nameOfConference

    • Cavallaro A, Ziliani F, Castagno R et al. (2000), Vehicle extraction based on focus of attention, multi feature segmentation and tracking $nameOfConference

    • Abreu B, Botelho L, Cavallaro A et al. (2000), Video-Based Multi-Agent Traffic Surveillance System $nameOfConference

    • Piscaglia P, Cavallaro A, Bonnet M et al. (1999), High Level Descriptors of Video Surveillance Sequences $nameOfConference


    • Ziliani F, Cavallaro A (1999), Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection $nameOfConference


    • CAVALLARO A, Marsi S, Sicuranza G (1998), A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition $nameOfConference

    • Cavallaro A, Marsi S, Sicuranza GL (1998), Signal Analysis and Prediction $nameOfConference

    • Cavallaro A, Marsi S, Sicuranza GL (1997), A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Structure First European Conference on Signal Analysis and Prediction (ECSAP)

    • Cavallaro A (1996), Video Compression based on Non Linear Techniques $nameOfConference

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