Prof Andrea Cavallaro

Andrea Cavallaro

Professor in Multimedia Signal Processing

School of Electronic Engineering and Computer Science
Queen Mary University of London
www.qmul.ac.uk/eecs/people/profiles/cavallaroandrea.html
Centre for Multimodal AI

Research

Machine Learning, Computer Vision, Audio Processing, Robot Perception, Privacy

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

solid heart iconPublications of specific relevance to the Centre for Multimodal AI

2024

Relevant PublicationRobotic Grasping and Manipulation Competition at the 2024 IEEE/RAS International Conference on Robotics and Automation [Competitions]
Sun Y, Calli B, Kimble K, wyffels F, De Gusseme V-L, Hang K, DAvella S, Xompero A, Cavallaro A, Roa MA, Avendano J and Mavrommati A
Ieee Robotics & Automation Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 31 (4), 174-185.  
01-12-2024
bullet iconSparse multi-view hand-object reconstruction for unseen environments
Pang YL, Oh C and Cavallaro A
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 803-810.  
18-06-2024
Relevant PublicationTest-time adaptation for 6D pose tracking
Tian L, Oh C and Cavallaro A
Pattern Recognition, Elsevier Bv, 110390-110390.  
01-02-2024

2023

Relevant PublicationHuman-interpretable and deep features for image privacy classification
Baranouskaya D and Cavallaro A
2023 IEEE International Conference on Image Processing (ICIP). vol. 00, 3489-3492.  
11-10-2023
Relevant PublicationAffordance segmentation of hand-occluded containers from exocentric images
Apicella T, Xompero A, Ragusa E, Berta R, Cavallaro A and Gastaldo P
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 1890-1899.  
06-10-2023
bullet iconBlack-Box Attacks on Image Activity Prediction and its Natural Language Explanations
Baia AE, Poggioni V and Cavallaro A
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 3688-3697.  
06-10-2023
Relevant PublicationData augmentation for speech separation
Alex A, Wang L, Gastaldo P and Cavallaro A
Speech Communication, Elsevier vol. 152 
01-07-2023
Relevant PublicationAn embedded multichannel sound acquisition system for drone audition
Clayton M, Wang L, Mcpherson A and Cavallaro A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 
10-05-2023
Relevant PublicationDeep learning models for single-channel speech enhancement on drones
Mukhutdinov D, Alex A, Cavallaro A and Wang L
Ieee Access, Institute of Electrical and Electronics Engineers, 1-1.  
06-03-2023
Relevant PublicationCross-Camera View-Overlap Recognition
Xompero A and Cavallaro A
In Computer Vision – Eccv 2022 Workshops, Springer Nature 253-269.  
01-01-2023
Relevant PublicationMulti-View Video Synthesis Through Progressive Synthesis and Refinement
Lakhal M, Lanz O and Cavallaro A
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 230-238.  
01-01-2023

2022

Relevant PublicationData augmentation with mixtures of max-entropy transformations for filling-level classification
Modas A, Cavallaro A and Frossard P
2022 30th European Signal Processing Conference (EUSIPCO)., 1606-1610.  
20-12-2022
Relevant PublicationContent-based Graph Privacy Advisor
Stoidis D and Cavallaro A
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM). vol. 00, 65-72.  
07-12-2022
Relevant PublicationOn The Limits of Perceptual Quality Measures for Enhanced Underwater Images
Li CY and Cavallaro A
2022 IEEE International Conference on Image Processing (ICIP). vol. 00, 4148-4152.  
19-10-2022
Relevant PublicationDeep learning assisted sound source localization from a flying drone
Wang L and Cavallaro A
Ieee Sensors Journal vol. PP (99), 1-1.  
23-09-2022
Relevant PublicationGenerating gender-ambiguous voices for privacy-preserving speech recognition
Stoidis D and Cavallaro A
Interspeech 2022., 4237-4241.  
18-09-2022
Relevant PublicationAudio-Visual Object Classification for Human-Robot Collaboration
Xompero A, Pang YL, Patten T, Prabhakar A, Calli B and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 9137-9141.  
27-05-2022
Relevant PublicationTraining Privacy-Preserving Video Analytics Pipelines by Suppressing Features That Reveal Information About Private Attributes
Li CY and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3019-3023.  
27-05-2022
Relevant PublicationIs Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition?
Rajan V, Brutti A and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4693-4697.  
27-05-2022
Relevant PublicationChapter 15 Visual adversarial attacks and defenses
Oh C, Xompero A and Cavallaro A
In Advanced Methods and Deep Learning in Computer Vision, Elsevier 511-543.  
01-01-2022
Relevant PublicationThe CORSMAL Benchmark for the Prediction of the Properties of Containers
Xompero A, Donaher S, Iashin V, Palermo F, Solak G, Coppola C, Ishikawa R, Nagao Y, Hachiuma R, Liu Q, Feng F, Lan C, Chan RHM, Christmann G, Song J-T, Neeharika G, Reddy CKT, Jain D, Rehman BU and Cavallaro A
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 10, 41388-41402.  
01-01-2022
Relevant PublicationCLUSTER-BASED 3D KEYPOINT DETECTION FOR CATEGORY-AGNOSTIC 6D POSE TRACKING
Tian L, Cavallaro A and Oh C
2022 IEEE International Conference on Image Processing (ICIP)., 3651-3655.  
01-01-2022
Relevant PublicationImplicit texture mapping for multi-view video synthesis
Lakhal MI, Lanz O and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings. 
01-01-2022
Relevant PublicationSelective Colour Restoration of Underwater Surfaces
Li CY and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings. 
01-01-2022

2021

Relevant PublicationOHPL: One-shot Hand-eye Policy Learner
Oh C, Pang YL and Cavallaro A
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 3904-3910.  
16-12-2021
bullet iconAn Affordance Detection Pipeline for Resource-Constrained Devices
Apicella T, Cavallaro A, Berta R, Gastaldo P, Bellotti F and Ragusa E
2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS). vol. 00, 1-6.  
01-12-2021
bullet iconMixup Augmentation for Generalizable Speech Separation
Alex A, Wang L, Gastaldo P and Cavallaro A
2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.  
08-10-2021
bullet iconBenchmark for anonymous video analytics
Sanchez-Matilla R and Cavallaro A
Eurasip Journal On Image and Video Processing, Springer Nature vol. 2021 (1) 
07-10-2021
Relevant PublicationSemantically Adversarial Learnable Filters
Shahin Shamsabadi A, Oh C and Cavallaro A
Ieee Transactions On Image Processing, Institute of Electrical and Electronics Engineers 
20-09-2021
bullet iconDANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data
Malekzadeh M, Clegg R, Cavallaro A and Haddadi H
Proceedings of The Acm On Interactive, Mobile, Wearable and Ubiquitous Technologies vol. 5 (3) 
01-09-2021
bullet iconProtecting Gender and Identity with Disentangled Speech Representations
Stoidis D and Cavallaro A
Interspeech 2021., 1699-1703.  
30-08-2021
bullet iconAudio classification of the content of food containers and drinking glasses
Donaher S, Xompero A and Cavallaro A
2021 29th European Signal Processing Conference (EUSIPCO). vol. 00, 591-595.  
27-08-2021
Relevant PublicationTowards safe human-to-robot handovers of unknown containers
Pang YL, Xompero A, Oh C and Cavallaro A
IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). vol. 00, 51-58.  
12-08-2021
bullet iconProbabilistic Radio-Visual Active Sensing for Search and Tracking
Varotto L, Cenedese A and Cavallaro A
2021 European Control Conference (ECC). vol. 00, 417-422.  
02-07-2021
bullet iconFoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances
Shamsabadi AS, Teixeira FS, Abad A, Raj B, Cavallaro A and Trancoso I
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6159-6163.  
11-06-2021
bullet iconRobust Latent Representations Via Cross-Modal Translation and Alignment
Rajan V, Brutti A and Cavallaro A
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4315-4319.  
11-06-2021
bullet iconLearning Generalisable Omni-Scale Representations for Person Re-Identification
Zhou K, Yang Y, Cavallaro A and Xiang T
Ieee Transactions On Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 44 (9), 5056-5069.  
26-03-2021
bullet iconAudio-visual tracking of concurrent speakers
Qian X, Brutti A, Lanz O, Omologo M and Cavallaro A
Ieee Transactions On Multimedia vol. PP (99), 1-1.  
24-02-2021
bullet iconImproving Filling Level Classification with Adversarial Training
Modas A, Xompero A, Sanchez-Matilla R, Frossard P and Cavallaro A
2021 IEEE International Conference on Image Processing (ICIP). vol. 00, 829-833.  
22-01-2021
bullet iconOn the Reversibility of Adversarial Attacks
Li CY, Sánchez-Matilla R, Shamsabadi AS, Mazzon R and Cavallaro A
2021 IEEE International Conference on Image Processing (ICIP). vol. 00, 3073-3077.  
22-01-2021
bullet iconNovel-View Human Action Synthesis
Lakhal MI, Boscaini D, Poiesi F, Lanz O and Cavallaro A
In Computer Vision – Accv 2020, Springer Nature 423-441.  
01-01-2021

2020

bullet iconCast-Gan: Learning To Remove Colour Cast From Underwater Images
Li CY and Cavallaro A
2020 IEEE International Conference on Image Processing (ICIP). vol. 00, 1083-1087.  
28-10-2020
bullet iconDeep Learning for Privacy in Multimedia
Cavallaro A, Malekzadeh M and Shamsabadi AS
Proceedings of the 28th ACM International Conference on Multimedia., 4777-4778.  
12-10-2020
bullet iconDeep learning assisted time-frequency processing for speech enhancement on drones
Wang L and Cavallaro A
Ieee Transactions On Emerging Topics in Computational Intelligence, Institute of Electrical and Electronics Engineers 
24-08-2020
bullet iconA blind source separation framework for ego-noise reduction on multi-rotor drones
Wang L and Cavallaro A
Ieee/Acm Transactions On Audio Speech and Language Processing vol. 28, 2523-2537.  
07-08-2020
bullet iconColorFool: Semantic Adversarial Colorization
Shahin Shamsabadi A, Sanchez-Matilla R and Cavallaro A
EEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)., 1148-1157.  
05-08-2020
bullet iconToward Robust Sensing for Autonomous Vehicles
Modas A, Sanchez-Matilla R, Frossard P and Cavallaro A
Ieee: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (4), 14-23.  
29-06-2020
bullet iconPrivacy as a Feature for Body-Worn Cameras
Cross MS and Cavallaro A
Ieee: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (4), 145-148.  
29-06-2020
bullet iconDarkneTZ
Mo F, Shamsabadi AS, Katevas K, Demetriou S, Leontiadis I, Cavallaro A and Haddadi H
Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services., 161-174.  
15-06-2020
bullet iconEdgefool: an Adversarial Image Enhancement Filter
Shamsabadi AS, Oh C and Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1898-1902.  
08-05-2020
bullet iconMulti-View Shape Estimation of Transparent Containers
Xompero A, Sanchez-Matilla R, Modas A, Frossard P and Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 2363-2367.  
08-05-2020
bullet iconPrivacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions]
Tadesse GA, Bent O, Marcenaro L, Weldemariam K and Cavallaro A
Ieee Signal Processing Magazine vol. 37 (3), 168-172.  
06-05-2020
bullet iconBenchmark for Human-to-Robot Handovers of Unseen Containers with Unknown Filling
Sanchez-Matilla R, Chatzilygeroudis K, Modas A, Duarte NF, Xompero A, Frossard P, Billard A and Cavallaro A
Ieee Robotics and Automation Letters, Institute of Electrical and Electronics Engineers vol. 5 (2), 1642-1649.  
24-04-2020
bullet iconExploiting vulnerabilities of deep neural networks for privacy protection
Sanchez-Matilla R, Li CY, Shahin Shamsabad A, Mazzon R and Cavallaro A
Ieee Transactions On Multimedia, Institute of Electrical and Electronics Engineers (Ieee), 1-1.  
16-04-2020
bullet iconPrivEdge: From Local to Distributed Private Training and Prediction
Shamsabadi AS, Gascon A, Haddadi H and Cavallaro A
Ieee Transactions On Information Forensics and Security, Institute of Electrical and Electronics Engineers vol. 15, 3819-3831.  
16-04-2020
bullet iconView-Action Representation Learning for Active First-Person Vision
Oh C and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers, 1-1.  
13-04-2020
bullet iconPrivacy and utility preserving sensor-data transformations
Malekzadeh M, Clegg RG, Cavallaro A and Haddadi H
Pervasive and Mobile Computing, Elsevier vol. 63 
02-03-2020
bullet iconAudio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement
Wang L, Sanchez-Matilla R and Cavallaro A
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 5320-5325.  
23-01-2020
bullet iconA Spatio-Temporal Multi-Scale Binary Descriptor
Xompero A, Lanz O and Cavallaro A
Ieee Transactions On Image Processing vol. 29, 4362-4375.  
15-01-2020
bullet iconMotion Prediction for First-Person Vision Multi-object Tracking
Sanchez-Matilla R and Cavallaro A
In Computer Vision – Eccv 2020 Workshops, Springer Nature 485-499.  
01-01-2020

2019

bullet iconPoster
Mo F, Shamsabadi AS, Katevas K, Cavallaro A and Haddadi H
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security., 2653-2655.  
06-11-2019
bullet iconOmni-Scale Feature Learning for Person Re-Identification
Zhou K, Yang Y, Cavallaro A and Xiang T
2019 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 3701-3711.  
02-11-2019
bullet iconView-LSTM: Novel-View Video Synthesis Through View Decomposition
Lakhal MI, Lanz O and Cavallaro A
2019 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 7576-7586.  
02-11-2019
bullet iconConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation
Rajan V, Brutti A and Cavallaro A
Ieee Signal Processing Letters, Institute of Electrical and Electronics Engineers (Ieee) vol. 26 (11), 1668-1672.  
26-09-2019
bullet iconLearning action representations for self-supervised visual exploration
OH C and CAVALLARO A
IEEE Int. Conference on Robotics and Automation (ICRA). 
12-08-2019
bullet iconRobust Compressive Sensing of Multiband Spectrum with Partial and Incorrect Priors
Qi H, Yu J, Cavallaro A and Gao Y
ICC 2019 - 2019 IEEE International Conference on Communications (ICC). vol. 00, 1-6.  
24-05-2019
bullet iconScene Privacy Protection
Li CY, Shamsabadi AS, Sanchez-Matilla R, Mazzon R and Cavallaro A
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 2502-2506.  
17-05-2019
bullet iconAccurate Target Annotation in 3D from Multimodal Streams
Lanz O, Brutti A, Xompero A, Qian X, Omologo M and Cavallaro A
IEEE International Conference on Acoustics, Speech and Signal Processing Brighton, United Kingdom 12 May 2019 - 17 May 2019. vol. 2019-May, 3931-3935.  
01-05-2019
bullet iconLive multicast video streaming from drones: an experimental study
Muzaffar R, Yanmaz E, Raffelsberger C, Bettstetter C and Cavallaro A
Autonomous Robots, Springer Nature vol. 44 (1), 75-91.  
27-04-2019
bullet iconMobile sensor data anonymization
Malekzadeh M, Clegg RG, Cavallaro A and Haddadi H
Proceedings of the International Conference on Internet of Things Design and Implementation., 49-58.  
15-04-2019
bullet iconMulti-speaker tracking from an audio-visual sensing device
QIAN X, Brutti A, Lanz O, Omologo M and CAVALLARO A
Ieee Transactions On Multimedia, Institute of Electrical and Electronics Engineers 
01-03-2019
bullet iconGuest Editorial Trustworthiness in Social Multimedia Analytics and Delivery
Su Z, Fang Q, Wang H, Mehrotra S, Begen AC, Ye Q and Cavallaro A
Ieee Transactions On Multimedia, Institute of Electrical and Electronics Engineers (Ieee) vol. 21 (3), 537-538.  
22-02-2019
bullet iconLearnable Masks for Pose-Guided View Synthesis
Lakhal MI, Lanz O and Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP). vol. 00, 1775-1779.  
25-01-2019
bullet iconA Predictor of Moving Objects for First-Person Vision
Sanchez-Matilla R and Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP). vol. 00, 2189-2193.  
25-01-2019
bullet iconPose Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting Loss
Lakhal MI, Lanz O and Cavallaro A
Lecture Notes in Computer Science. vol. 11130, 380-394.  
01-01-2019
bullet iconResidual Stacked RNNs for Action Recognition
Lakhal MI, Clapés A, Escalera S, Lanz O and Cavallaro A
Lecture Notes in Computer Science. vol. 11130, 534-548.  
01-01-2019
bullet iconA Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian Mixtures
Sarwar O, Rinner B and Cavallaro A
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 7, 142623-142639.  
01-01-2019
bullet iconVideo summarisation by classification with deep reinforcement learning
Zhou K, Xiang T and Cavallaro A
British Machine Vision Conference 2018, BMVC 2018. 
01-01-2019
bullet iconA First-Person Vision Dataset of Office Activities
Abebe G, Catala A and Cavallaro A
Lecture Notes in Computer Science. vol. 11377, 27-37.  
01-01-2019
bullet iconDescription and Recognition of Activity Patterns Using Sparse Vector Fields
Portêlo A, Cavallaro A, Barata C and Marques JS
In Pattern Recognition and Image Analysis, Springer Nature 239-248.  
01-01-2019
bullet iconChapter 5 Audio-visual learning for body-worn cameras
Cavallaro A and Brutti A
In Multimodal Behavior Analysis in The Wild, Elsevier 103-119.  
01-01-2019

2018

bullet iconAn Online Platform for Underwater Image Quality Evaluation
Li CY, Mazzon R and Cavallaro A
Computer Vision for Automated Analysis of Underwater Imagery Workshop (CVAUI) 2018. vol. 11188 LNCS, 37-44.  
19-12-2018
bullet iconReal-time quality assessment of videos from body-worn cameras
Chang YY, Mazzon R and Cavallaro A
European Signal Processing Conference (EUSIPCO) 2018. vol. 2018-September, 2160-2164.  
03-12-2018
bullet iconMORB: A Multi-Scale Binary Descriptor
Xompero A, Lanz O and Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 2167-2171.  
07-10-2018
bullet iconConfidence Intervals for Tracking Performance Scores
Sanchez-Matilla R and Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 246-250.  
07-10-2018
bullet iconDistributed One-Class Learning
Shamsabadi AS, Haddadi H and Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 4123-4127.  
07-10-2018
bullet iconUnsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences
Campo D, Baydoun M, Marcenaro L, Cavallaro A and Regazzoni CS
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 833-837.  
07-10-2018
bullet iconBackground Light Estimation for Depth-Dependent Underwater Image Restoration
Li CY and Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 1528-1532.  
07-10-2018
bullet iconTracking a moving sound source from a multi-rotor drone
Wang L, Sanchez-Matilla R and Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 2511-2516.  
01-10-2018
bullet iconA distributed vision-based consensus model for aerial-robotic teams
Poiesi F and Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 169-176.  
01-10-2018
bullet iconTemporally Smooth Privacy-Protected Airborne Videos
Sarwar O, Cavallaro A and Rinner B
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 6728-6733.  
01-10-2018
bullet iconMulti-Camera Matching of Spatio-Temporal Binary Features
Xompero A, Lanz O and Cavallaro A
2018 21st International Conference on Information Fusion (FUSION). vol. 00, 1519-1526.  
10-07-2018
bullet iconLearning Switching Models for Abnormality Detection for Autonomous Driving
Baydoun M, Campo D, Sanguineti V, Marcenaro L, Cavallaro A and Regazzoni C
2018 21st International Conference on Information Fusion (FUSION). vol. 00, 2606-2613.  
10-07-2018
bullet iconVisual features for ego-centric activity recognition
Tadesse GA and Cavallaro A
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications., 48-53.  
10-06-2018
bullet iconProtecting Sensory Data against Sensitive Inferences
Malekzadeh M, Clegg RG, Cavallaro A and Haddadi H
Proceedings of the 1st Workshop on Privacy by Design in Distributed Systems., 1-6.  
23-04-2018
bullet iconConcurrent Target Following with Active Directional Sensors
Wang Y and Cavallaro A
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6603-6607.  
15-04-2018
bullet icon3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera
Qian X, Xompero A, Cavallaro A, Brutti A, Lanz O and Omologo M
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3071-3075.  
15-04-2018
bullet icona Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents
Baydoun M, Ravanbakhsh M, Campo D, Marin P, Martin D, Marcenaro L, Cavallaro A and Regazzoni CS
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6598-6602.  
15-04-2018
bullet iconConstrained Optimization for Plane-Based Stereo
Ahmed S, Hansard M and Cavallaro A
Ieee Transactions On Image Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (8), 3870-3882.  
12-04-2018
bullet iconAcoustic Sensing From a Multi-Rotor Drone
WANG L and CAVALLARO A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 
11-04-2018
bullet iconThe Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates.
Matthews T, Osorio D, Cavallaro A and Chittka L
Front Comput Neurosci vol. 12, 15-15.  
27-03-2018
bullet iconPseudo-determined blind source separation for ad-hoc microphone networks
WANG L and CAVALLARO A
Ieee/Acm Transactions On Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers 
07-02-2018
bullet iconChapter 11 On Modeling and Analyzing Crowds From Videos
Conci N, Bisagno N and Cavallaro A
In Computer Vision For Assistive Healthcare, Elsevier 319-336.  
01-01-2018

2017

bullet iconA Hierarchical Approach to Sensor Network Calibration by Joint Refinement of Sensor Pose and Object Trajectories
Mohedano R, Cavallaro A and Garcia N
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. 18 (1), 413-427.  
06-12-2017
bullet iconMulti-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle
Sanchez-Matilla R, Wang L and Cavallaro A
Proceedings of the 25th ACM international conference on Multimedia., 1591-1599.  
23-10-2017
bullet iconPrivacy Protection in Online Multimedia
Lu Y-H, Cavallaro A, Crump C, Friedland G and Winstein K
Proceedings of the 25th ACM international conference on Multimedia., 457-459.  
19-10-2017
bullet iconA Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity Recognition
Abebe G and Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1339-1346.  
01-10-2017
bullet iconInertial-Vision: Cross-Domain Knowledge Transfer for Wearable Sensors
Abebe G and Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1392-1400.  
01-10-2017
bullet iconUnsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-Identification with Wearable Cameras
Brutti A and Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 438-445.  
01-10-2017
bullet iconUnderwater image and video dehazing with pure haze region segmentation
EMBERTON S, Chittka L and Cavallaro A
Computer Vision and Image Understanding, Elsevier 
24-08-2017
bullet iconActive Visual Tracking in Multi-Agent Scenarios
Wang Y and Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.  
01-08-2017
bullet iconA Batch Asynchronous Tracker for Wireless Smart-Camera Networksx
Katragadda S and Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.  
01-08-2017
bullet iconModeling and Classification of Trajectories Based on a Gaussian Process Decomposition into Discrete Components
Campo D, Baydoun M, Marcenaro L, Cavallaro A and Regazzoni CS
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.  
01-08-2017
bullet iconTime-frequency processing for sound source localization from a micro aerial vehicle
WANG L and cavallaro A
42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) New Orleans, USA 5 Mar 2017 - 10 Mar 2017. 
19-06-2017
bullet iconHierarchical modeling for first-person vision activity recognition
Abebe G and Cavallaro A
Neurocomputing vol. 267, 362-377.  
13-06-2017
bullet iconLayered Scene Models from Single Hazy Images
Zhao L, Hansard M and Cavallaro A
Ieee Transactions On Visualization and Computer Graphics, Ieee Explore vol. Early online, 1-1.  
02-06-2017
bullet iconSparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White Space
Ma Y, Gao Y, Cavallaro A, Parini CG, Zhang W and Liang Y-C
Ieee Transactions On Vehicular Technology vol. 66 (10), 8784-8794.  
25-04-2017
bullet iconGuest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance
Yao H, Cavallaro A, Bouwmans T and Zhang Z
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (3), 405-408.  
03-03-2017
bullet iconAverage Consensus-Based Asynchronous Tracking
Katragadda S, Regazzoni CS and Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 4401-4405.  
01-03-2017
bullet icon3D Audio-Visual Speaker Tracking with an Adaptive Particle Filter
Qian X, Brutti A, Omologo M and Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 2896-2900.  
01-03-2017
bullet iconMicrophone-array ego-noise reduction algorithms for auditory micro aerial vehicles
WANG L and cavallaro A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers 
14-02-2017
bullet iconLearning Bases of Activity for Facial Expression Recognition
Sariyanidi E, Gunes H and Cavallaro A
Ieee Transactions On Image Processing vol. 26 (4), 1965-1978.  
31-01-2017
bullet iconBiologically-Inspired Motion Encoding for Robust Global Motion Estimation
sariyanidi , Gunes and CAVALLARO A
Ieee Transactions On Image Processing, Institute of Electrical and Electronics Engineers 
25-01-2017
bullet iconNetworked Computer Vision: The Importance of a Holistic Simulator
SanMiguel JC and Cavallaro A
Computer, Institute of Electrical and Electronics Engineers (Ieee) vol. 50 (7), 35-43.  
01-01-2017
bullet iconEfficient Estimation of Target Detection Quality
San Miguel JC and Cavallaro A
2017 IEEE International Conference on Image Processing (ICIP)., 915-919.  
01-01-2017
bullet iconChapter 12 The Role of Registration and Representation in Facial Affect Analysis
Sariyanidi E, Gunes H and Cavallaro A
In Emotions and Affect in Human Factors and Human-Computer Interaction, Elsevier 289-309.  
01-01-2017
bullet iconPreface
Nasrollahi K, Distante C, Hua G, Cavallaro A, Moeslund TB, Battiato S and Ji Q
 
01-01-2017

2016

bullet iconRobust Registration of Dynamic Facial Sequences.
Sariyanidi E, Gunes H and Cavallaro A
Ieee Trans Image Process vol. 26 (4), 1708-1722.  
28-12-2016
bullet iconCooperative Robots to Observe Moving Targets: Review
Khan A, Rinner B and Cavallaro A
Ieee Transactions On Cybernetics vol. 48 (1), 187-198.  
01-12-2016
bullet iconOn-line cross-modal adaptation for audio-visual person identification with wearable cameras
CAVALLARO A
Ieee Transactions On Human-Machine Systems 
14-11-2016
bullet iconOnline Cross-Modal Adaptation for AudioVisual Person Identification With Wearable Cameras
Brutti A and Cavallaro A
Ieee Transactions On Human-Machine Systems, Institute of Electrical and Electronics Engineers (Ieee) vol. 47 (1), 40-51.  
14-11-2016
bullet iconSpecial issue on “Video analytics for audience measurement in retail and digital signage”
Battiato GE, Cavallaro A and Distante C
Pattern Recognition Letters, Elsevier vol. 81, 1-2.  
01-10-2016
bullet iconApplication-Layer Rate-Adaptive Multicast Video Streaming over 802.11 for Mobile Devices
Muzaffar R, Yanmaz E, Bettstetter C and Cavallaro A
Proceedings of the 24th ACM international conference on Multimedia., 506-510.  
01-10-2016
bullet iconRobust multi-dimensional motion features for first-person vision activity recognition
Abebe G, Cavallaro A and Parra X
Computer Vision and Image Understanding, Elsevier vol. 149, 229-248.  
01-08-2016
bullet iconEar in the Sky: Ego-Noise Reduction for Auditory Micro Aerial Vehicles
Wang L and Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 152-158.  
01-08-2016
bullet iconPrioritized Target Tracking with Active Collaborative Cameras
Wang Y and Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 131-137.  
01-08-2016
bullet iconDesign Space Exploration for Adaptive Privacy Protection in Airborne Images
Sarwar O, Rinner B and Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 159-165.  
01-08-2016
bullet iconEnergy Consumption Models for Smart Camera Networks
Carlos SanMiguel J and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 27 (12), 2661-2674.  
20-07-2016
bullet iconSupport Vector Motion Clustering
Lawal IA, Poiesi F, Anguita D and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (11), 2395-2408.  
13-06-2016
Relevant PublicationAn Iterative Approach to Source Counting and Localization Using Two Distant Microphones
Wang L, Hon TK, Reiss JD and Cavallaro A
Ieee/Acm Transactions On Audio Speech and Language Processing vol. 24 (6), 1079-1093.  
01-06-2016
Relevant PublicationOver-Determined Source Separation and Localization Using Distributed Microphones
WANG L, Reiss J and cavallaro A
Ieee/Acm Transactions On Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee) 
25-05-2016
bullet iconRate-Adaptive Multicast Video Streaming from Teams of Micro Aerial Vehicles
Muzaffar R, Vukadinovic V and Cavallaro A
2016 IEEE International Conference on Robotics and Automation (ICRA)., 1194-1201.  
01-05-2016
bullet iconMulti-Tracker Partition Fusion
Khalid O, SanMiguel JC and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (7), 1527-1539.  
15-03-2016
bullet iconOnline Multi-target Tracking with Strong and Weak Detections
Sanchez-Matilla R, Poiesi F and Cavallaro A
Lecture Notes in Computer Science. vol. 9914, 84-99.  
01-01-2016
bullet iconDetection of fast incoming objects with a moving camera
Poiesi F and Cavallaro A
Procedings of the British Machine Vision Conference 2016., 146.1-146.11.  
01-01-2016
bullet iconDetecting tracking errors via forecasting
Khalid O, Cavallaro A and Rinner B
Procedings of the British Machine Vision Conference 2016., 140.1-140.12.  
01-01-2016

2015

bullet iconSensor Capability and Atmospheric Correction in Ocean Colour Remote Sensing
Emberton S, Chittka L, Cavallaro A and Wang M
Remote Sensing, Mdpi vol. 8 (1) 
22-12-2015
bullet iconPredicting and recognizing human interactions in public spaces
Poiesi F and Cavallaro A
Journal of Real-Time Image Processing vol. 10 (4), 785-803.  
01-12-2015
Relevant PublicationSelf-Localization of Ad-Hoc Arrays Using Time Difference of Arrivals
Wang L, Hon T-K, Reiss JD and Cavallaro A
Ieee Transactions On Signal Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 64 (4), 1018-1033.  
05-11-2015
bullet iconGyro-based Camera-motion Detection in User-generated Videos
Bano S, Cavallaro A and Parra X
Proceedings of the 23rd ACM international conference on Multimedia., 1303-1306.  
13-10-2015
bullet iconPop-up modelling of hazy scenes
Zhao L, HANSARD M and Cavallaro A
International Conference on Image Analysis and Processing Genoa 7 Sep 2015 - 11 Sep 2015. 
07-09-2015
bullet iconBasketball Activity Recognition using Wearable Inertial Measurement Units
Nguyen LNN, Rodríguez-Martín D, Català A, Pérez-López C, Samà A and Cavallaro A
Proceedings of the XVI International Conference on Human Computer Interaction., 1-6.  
07-09-2015
bullet iconCoalition Formation for Distributed Tracking in Wireless Camera Networks
Wang Y and Cavallaro A
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.  
01-08-2015
Relevant PublicationFine Landmark-Based Synchronization of Ad-Hoc Microphone Arrays
Hon T-K, Wang L, Reiss JD and Cavallaro A
2015 23rd European Signal Processing Conference (EUSIPCO)., 1331-1335.  
01-08-2015
bullet iconDynamic Bayesian Network Modeling for Self-and Cross-Correcting Tracking
Biresaw TA, Cavallaro A and Regazzonil CS
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.  
01-08-2015
bullet iconViComp: composition of user-generated videos
Bano S and Cavallaro A
Multimedia Tools and Applications, Springer Nature vol. 75 (12), 7187-7210.  
09-06-2015
bullet iconRefining Graph Matching Using Inherent Structure Information
Li W, Song Y-Z and Cavallaro A
2015 IEEE International Conference on Multimedia and Expo (ICME)., 1-6.  
01-06-2015
bullet iconDiscovery and organization of multi-camera user-generated videos of the same event
Bano S and Cavallaro A
Information Sciences, Elsevier vol. 302, 108-121.  
01-05-2015
bullet iconRe-identification with Multiple source-cameras
Tahir SF, Cavallaro A and Rinner B
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.  
01-04-2015
bullet iconSelf-Positioning of a Team of Flying Smart Cameras
Poiesi F and Cavallaro A
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.  
01-04-2015
bullet iconNeighbour Consensus for Distributed Visual Tracking
Katragadda S and Cavallaro A
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.  
01-04-2015
bullet iconCost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera Networks
SanMiguel JC and Cavallaro A
Ieee Sensors Journal, Institute of Electrical and Electronics Engineers (Ieee) vol. 15 (5), 2657-2668.  
24-03-2015
bullet iconCorrelation-based self-correcting tracking
Biresaw TA, Cavallaro A and Regazzoni CS
Neurocomputing, Elsevier vol. 152, 345-358.  
01-03-2015
bullet iconTemporal validation of Particle Filters for video tracking
SanMiguel JC and Cavallaro A
Computer Vision and Image Understanding, Elsevier vol. 131, 42-55.  
01-02-2015
Relevant PublicationAudio Fingerprinting for Multi-Device Self-Localisation
Hon TK, Wang L, Reiss JD and Cavallaro A
Ieee Transactions On Audio, Speech and Language Processing vol. 23, 1623-1636.  
01-01-2015
bullet iconMTTV - An Interactive Trajectory Visualization and Analysis Tool
Poiesi F and Cavallaro A
Proceedings of the 6th International Conference on Information Visualization Theory and Applications., 157-162.  
01-01-2015
bullet iconProbabilistic Subpixel Temporal Registration for Facial Expression Analysis
Sariyanidi E, Gunes H and Cavallaro A
Lecture Notes in Computer Science. vol. 9006, 320-335.  
01-01-2015
bullet iconDistributed Vision-Based Flying Cameras to Film a Moving Target
Poiesi F and Cavallaro A
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 2453-2459.  
01-01-2015
bullet iconMultiscale Observation of Multiple Moving Targets Using Micro Aerial Vehicles
Khan A, Rinner B and Cavallaro A
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 4642-4649.  
01-01-2015
bullet iconProbabilistic subpixel temporal registration for facial expression analysis
Sariyanidi E, Gunes H and Cavallaro A
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9006, 320-335.  
01-01-2015
bullet iconHierarchical rank-based veiling light estimation for underwater dehazing
Emberton S, Chittka L and Cavallaro A
Procedings of the British Machine Vision Conference 2015., 125.1-125.12.  
01-01-2015

2014

bullet iconThe costs of fusion in smart camera networks
Katragadda S, SanMiguel JC and Cavallaro A
Proceedings of the International Conference on Distributed Smart Cameras., 1-6.  
04-11-2014
bullet iconAutomatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition
Sariyanidi E, Gunes H and Cavallaro A
Ieee Transactions On Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 37 (6), 1113-1133.  
29-10-2014
bullet iconConsensus protocols for distributed tracking in wireless camera networks
Katragadda S, Sanmiguel JC and Cavallaro A
FUSION 2014 - 17th International Conference on Information Fusion. 
03-10-2014
bullet iconAssessing Tracking Assessment Measures
Nawaz T, Poiesi F and Cavallaro A
2014 IEEE International Conference on Image Processing (ICIP)., 441-445.  
01-10-2014
bullet iconTrajectory Clustering for Motion Pattern Extraction in Aerial Videos
Nawaz T, Cavallaro A and Rinner B
2014 IEEE International Conference on Image Processing (ICIP)., 1016-1020.  
01-10-2014
bullet iconTracker-Level Fusion for Robust Bayesian Visual Tracking
Biresaw TA, Cavallaro A and Regazzoni CS
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 25 (5), 776-789.  
24-09-2014
bullet iconTracking Multiple High-Density Homogeneous Targets
Poiesi F and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 25 (4), 623-637.  
30-07-2014
bullet iconLow-Cost Multi-Camera Object Matching
Tahir SF and Cavallaro A
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6869-6873.  
01-05-2014
bullet iconParallel Particle-PHD Filter
Del Coco M and Cavallaro A
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6578-6582.  
01-05-2014
bullet iconAudio-visual events for multi-camera synchronization
Llagostera Casanovas A and Cavallaro A
Multimedia Tools and Applications, Springer Nature vol. 74 (4), 1317-1340.  
23-03-2014
bullet iconMultiview Matching of Articulated Objects
Zini L, Odone F and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 24 (11), 1920-1934.  
28-01-2014
bullet iconAssessing tracking assessment measures
Nawaz T, Poiesi F and Cavallaro A
2014 IEEE International Conference on Image Processing, ICIP 2014., 441-445.  
28-01-2014
bullet iconMeasures of Effective Video Tracking
Nawaz T, Poiesi F and Cavallaro A
Ieee Transactions On Image Processing vol. 23 (1), 376-388.  
01-01-2014
bullet iconResource Allocation for Personalized Video Summarization
Chen F, De Vleeschouwer C and Cavallaro A
Ieee Transactions On Multimedia vol. 16 (2), 455-469.  
01-01-2014
bullet iconSelf-Reconfigurable Smart Camera Networks
SanMiguel JC, Shoop K, Cavallaro A, Micheloni C and Foresti GL
Computer vol. 47 (5), 67-73.  
01-01-2014
bullet iconCost-effective features for reidentification in camera networks
Tahir SF and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 24 (8), 1362-1374.  
01-01-2014
bullet iconTowards Cognitive and Perceptive Video Systems
Akgun T, Attwood C, Cavallaro A, Fabre C, Poiesi F and Szczuko P
In Human Behavior Understanding in Networked Sensing, Springer Nature 3-17.  
01-01-2014
bullet iconChapter 19 Multi-Target Tracking in Video
Poiesi F and Cavallaro A
In Academic Press Library in Signal Processing: Volume 4 - Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing, Elsevier 561-582.  
01-01-2014
bullet iconPreface
Distante C, Battiato S and Cavallaro A
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 8811, V-VI.  
01-01-2014

2013

bullet iconCamera Localization using Trajectories and Maps.
Mohedano R, Cavallaro A and García N
Ieee Trans Pattern Anal Mach Intell 
11-12-2013
bullet iconPreface
Atrey PK, Kankanhalli MS and Cavallaro A
 
01-11-2013
bullet iconGuest editorial special issue on intelligent video surveillance for public security and personal privacy
Babaguchi N, Cavallaro A, Chellappa R, Dufaux F and Wang L
Ieee Transactions On Information Forensics and Security vol. 8 (10), 1559-1561.  
23-09-2013
bullet iconDetection and tracking of groups in crowd
Mazzon R, Poiesi F and Cavallaro A
2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance., 202-207.  
01-08-2013
bullet iconDetecting Group Interactions by Online Association of Trajectory Data
Chen F and Cavallaro A
2013 IEEE International Conference on Acoustics, Speech and Signal Processing., 1754-1758.  
01-05-2013
bullet iconView Selection
Daniyal F and Cavallaro A
In Emerging Technologies For 3d Video, Wiley 416-431.  
22-04-2013
bullet iconA protocol for evaluating video trackers under real-world conditions.
Nawaz T and Cavallaro A
Ieee Trans Image Process vol. 22 (4), 1354-1361.  
01-04-2013
bullet iconMulti-camera tracking using a Multi-Goal Social Force Model
Mazzon R and Cavallaro A
Neurocomputing vol. 100, 41-50.  
01-01-2013
bullet iconSpecial Issue on Intelligent Video Surveillance for Public Security and Personal Privacy
Babaguchi N, Cavallaro A, Chellappa R, Dufaux F and Wang L
Ieee Transactions On Information Forensics and Security vol. 8 (10), 1559-1561.  
01-01-2013
bullet iconMulti-target tracking on confidence maps: An application to people tracking
Poiesi F, Mazzon R and Cavallaro A
Computer Vision and Image Understanding vol. 117 (10), 1257-1272.  
01-01-2013
bullet iconVideo-Based Human Behavior Understanding: A Survey
Borges PVK, Conci N and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 23 (11), 1993-2008.  
01-01-2013
bullet iconAction-Based Multi-Camera Synchronization
Zini L, Cavallaro A and Odone F
Ieee Journal On Emerging and Selected Topics in Circuits and Systems vol. 3 (2), 165-174.  
01-01-2013
bullet iconDistributed Measurement Selection for Energy-efficient Radio Tracking
Targon V and Cavallaro A
2013 16TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION)., 714-721.  
01-01-2013
bullet iconLocal Zernike Moment Representation for Facial Affect Recognition
Sariyanidi E, Gunes H, Gökmen M and Cavallaro A
Procedings of the British Machine Vision Conference 2013., 108.1-108.11.  
01-01-2013
bullet iconSimultaneous Detection and Tracking with Multiple Cameras
Taj M and Cavallaro A
In Machine Learning For Computer Vision, Springer Nature 197-214.  
01-01-2013
bullet iconLecture Notes in Electrical Engineering: Preface
Adami N, Cavallaro A, Leonardi R and Migliorati P
 
01-01-2013

2012

bullet iconColumns and Forum [From the Editors]
Cavallaro A and Kwasinski A
Ieee Signal Processing Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 30 (1), 4-4.  
10-12-2012
bullet iconError Propagation in Multi-Camera Tracking
Kayumbi G, Mazzeo PL and Cavallaro A
2012 Eighth International Conference on Signal Image Technology and Internet Based Systems., 343-350.  
01-11-2012
bullet iconPEOPLE-BACKGROUND SEGMENTATION WITH UNEQUAL ERROR COST
García-Martín Á, Cavallaro A and Martínez JM
2012 19th IEEE International Conference on Image Processing., 157-160.  
01-09-2012
bullet iconSTANDALONE EVALUATION OF DETERMINISTIC VIDEO TRACKING
SanMiguel JC, Cavallaro A and Martínez JM
2012 19th IEEE International Conference on Image Processing., 1353-1356.  
01-09-2012
bullet iconAdaptive Online Performance Evaluation of Video Trackers
SanMiguel JC, Cavallaro A and Martinez JM
Ieee Transactions On Image Processing vol. 21 (5), 2812-2823.  
01-05-2012
bullet iconAdaptive Appearance Modeling for Video Tracking: Survey and Evaluation
Salti S, Cavallaro A and Di Stefano L
Ieee Transactions On Image Processing vol. 21 (10), 4334-4348.  
01-01-2012
bullet iconPerson re-identification in crowd
Mazzon R, Tahir SF and Cavallaro A
Pattern Recognition Letters vol. 33 (14), 1828-1837.  
01-01-2012
bullet iconAutomated Localization of a Camera Network
Anjum N and Cavallaro A
Ieee Intelligent Systems vol. 27 (5), 10-18.  
01-01-2012
bullet iconINTERACTION RECOGNITION IN WIDE AREAS USING AUDIOVISUAL SENSORS
Taj M and Cavallaro A
2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012)., 1113-1116.  
01-01-2012

2011

bullet iconImage coding using depth blurring for aesthetically acceptable distortion
Popkin T, CAVALLARO A and Hands D
Ieee Transactions On Image Processing, Ieee vol. 20 (11) 
01-11-2011
bullet iconMulti-camera scheduling for video production
Daniyal F and Cavallaro A
2011 Conference for Visual Media Production., 11-20.  
01-11-2011
bullet iconSpecial Issue on Video Analysis on Resource-Limited Systems
Chellappa R, Cavallaro A, Wu Y, Shan CF, Fu Y and Pulli K
Ieee T Circ Syst Vid vol. 21 (10), 1349-1352.  
01-10-2011
bullet iconCamera network Localization Using Trajectory Estimation
Anjum N, Mirza MJ and Cavallaro A
2011 7th International Conference on Emerging Technologies., 1-6.  
01-09-2011
bullet iconDistributed and Decentralized Multicamera Tracking
Taj M and Cavallaro A
Ieee Signal Proc Mag vol. 28 (3) 
01-05-2011
bullet iconVideo tracking: theory and practice
Maggio E and CAVALLARO A
 
01-01-2011
bullet iconABNORMAL MOTION DETECTION IN CROWDED SCENES USING LOCAL SPATIO-TEMPORAL ANALYSIS
Daniyal F and Cavallaro A
2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING., 1944-1947.  
01-01-2011
bullet iconPFT: A PROTOCOL FOR EVALUATING VIDEO TRACKERS
Nawaz T and Cavallaro A
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 
01-01-2011
bullet iconEFFICIENT DEPTH BLURRING WITH OCCLUSION HANDLING
Popkin T, Cavallaro A and Hands D
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 
01-01-2011
bullet iconDistributed target tracking under realistic network conditions
Nastasi C and Cavallaro A
Sensor Signal Processing for Defence (SSPD 2011)., 22-22.  
01-01-2011
bullet iconWiSE-MNet: an experimental environment for wireless multimedia sensor networks
Nastasi C and Cavallaro A
Sensor Signal Processing for Defence (SSPD 2011)., 34-34.  
01-01-2011

2010

bullet iconEVALUATION OF ON-LINE QUALITY ESTIMATORS FOR OBJECT TRACKING*Work partially supported by the Spanish Government (TEC2007-65400 SemanticVideo), Cátedra Infoglobal-UAM for “Nuevas Tecnologías de video aplicadas a la seguridad”, Consejería de Educación of the Comunidad de Madrid and European Social Fund. Part of the work reported in this paper was done during a research stay of the first author under a research grant (funded by UAM) at Queen Mary University of London (UK).
SanMiguel JC, Cavallaro A and Martinez JM
2010 IEEE International Conference on Image Processing., 825-828.  
01-09-2010
bullet iconVideo Analytics for Surveillance: Theory and Practice [From the Guest Editors]
Regazzoni CS, Cavallaro A, Wu Y, Konrad J and Hampapur A
Ieee Signal Processing Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (5), 16-17.  
01-09-2010
bullet iconLocal Abnormality Detection in Video Using Subspace Learning
Tziakos I, Cavallaro A and Xu L-Q
2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance., 519-525.  
01-08-2010
bullet iconAutomated localization of a camera network
N Anjum AC
Ieee Intelligent Systems vol. PP (99), 1-1.  
01-07-2010
bullet iconSpecial issue on multi-camera and multi-modal sensor fusion
Cavallaro A and Aghajan H
Comput Vis Image Und vol. 114 (6), 609-610.  
01-06-2010
bullet iconEvent monitoring via local motion abnormality detection in non-linear subspace
Tziakos I, Cavallaro A and Xu LQ
Neurocomputing vol. 73 (10-12), 1881-1891.  
01-06-2010
bullet iconDETECTOR-LESS BALL LOCALIZATION USING CONTEXT AND MOTION FLOW ANALYSIS
Poiesi F, Daniyal F and Cavallaro A
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING., 3913-3916.  
01-01-2010
bullet iconMulticamera Information Processing: Acquisition, Collaboration, Interpretation, and Production
De Vleeschouwer C, Cavallaro A, Frossard P, Tu P and Xu LQ
Eurasip J Image Vide 
01-01-2010
bullet iconContent and task-based view selection from multiple video streams
Daniyal F, Taj M and Cavallaro A
Multimed Tools Appl vol. 46 (2-3), 235-258.  
01-01-2010
bullet iconRecognizing Interactions in Video
Taj M and Cavallaro A
In Intelligent Multimedia Analysis For Security Applications, Springer 29-58. Editors: Velastin S and al E. 
01-01-2010
bullet iconAn Accurate and Efficient Method for Smoothly Space-Variant Gaussian Blurring
Popkin T, Cavallaro A and Hands D
Ieee Transactions On Image Processing vol. 19 (5), 1362-1370.  
01-01-2010
bullet iconTrajectory clustering for scene context learning and outlier detection
Anjum N and Cavallaro A
In Video Search and Mining (Studies in Computational Intelligence), Springer 33-52. Editors: Schonfeld D and al E. 
01-01-2010
bullet iconMulti-view multi-object detection tracking
Taj M and Cavallaro A
In Computer Vision: Detection, Recognition and Reconstruction, Springer 263-278. Editors: Cipolla R and al E. 
01-01-2010
bullet iconQMUL-ACTIVA: 'Person Runs' detection for the TRECVID surveillance event detection task
Daniyal F and Cavallaro A
2010 TREC Video Retrieval Evaluation Notebook Papers. 
01-01-2010

2009

bullet iconMulti-camera track-before-detect
Taj M and Cavallaro A
2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009. 
23-12-2009
bullet iconTrajectory association and fusion across partially overlapping cameras
Anjum N and Cavallaro A
2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance., 201-206.  
01-09-2009
bullet iconMulti-camera track-before-detect
Taj M and Cavallaro A
2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)., 1-6.  
01-08-2009
bullet iconLearning scene context for multiple object tracking
Maggio E and Cavallaro A
Ieee Transactions On Image Processing vol. 18, 1873–1884-1873–1884.  
01-08-2009
bullet iconLearning Scene Context for Multiple Object Tracking
Maggio E and Cavallaro A
Iee Transactions On Image Processing vol. 18 (8), 1873-1884.  
01-08-2009
bullet icon3-D Face Detection, Landmark Localization, and Registration Using a Point Distribution Model
Nair P and Cavallaro A
Ieee T Multimedia vol. 11 (4), 611-623.  
01-06-2009
bullet icon3D face detection, landmark localization and registration using a Point Distribution Model
Nair P and Cavallaro A
Ieee Transactions On Multimedia vol. 11, 611–623-611–623.  
01-06-2009
bullet iconMulti-foveation filtering
Popkin T, Cavallaro A and Hands D
Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 669-672.  
01-04-2009
bullet iconAccurate appearance-based Bayesian tracking for maneuvering targets
Maggio E and Cavallaro A
Computer Vision and Image Understanding vol. 113 (4), 544-555.  
01-04-2009
bullet iconDistance blurring for space-variant image coding
Popkin T, Cavallaro A and Hands D
2009 IEEE International Conference on Acoustics, Speech and Signal Processing., 665-668.  
01-04-2009
bullet iconVideo event segmentation and visualisation in non-linear subspace
Tziakos I, Cavallaro A and Xu LQ
Pattern Recogn Lett vol. 30 (2), 123-131.  
15-01-2009
bullet iconVideo Event Segmentation and Visualisation in Non-linear Subspace
Tziakos I, Cavallaro A and Xu L
Pattern Recognition Letters vol. 30, 123–131-123–131.  
01-01-2009
bullet iconMulti-Camera Networks: Principles and Applications
Aghajan H and Cavallaro A
 
01-01-2009
bullet iconSpace-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector Machines
Pachoud S, Gong S and Cavallaro A
AVSP 2009 -- International Conference on Audio-Visual Speech Processing University of East Anglia, Norwich, UK 1 Jan 1970., 155-160.  
01-01-2009
bullet iconContent and task-based view selection from multiple video streams
Daniyal F, Taj M and Cavallaro A
Multimedia Tools and Applications, to appaear-to appaear.  
01-01-2009
bullet iconGROUPING MOTION TRAJECTORIES
Pachoud S, Maggio E and Cavallaro A
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 1477-1480.  
01-01-2009
bullet iconDISTANCE BLURRING FOR SPACE-VARIANT IMAGE CODING
Popkin T, Cavallaro A and Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 665-668.  
01-01-2009
bullet iconLocalization of distributed wireless cameras
Anjum N and Cavallaro A
Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009. 
01-01-2009
bullet iconCompact signatures for 3D face recognition under varying expressions
Daniyal F, Nair P and Cavallaro A
Proc. of IEEE Int. Conference on Advanced Video and Signal based Surveillance (AVSS). 
01-01-2009
bullet iconChange detection for object segmentation
Cavallaro A
In Smart Cameras, Springer Verlag Gmbh 181-198. Editors: Belbachir AN. 
01-01-2009
bullet iconMulti-camera calibration and global trajectory fusion
Anjum N and Cavallaro A
In Intelligent Video Surveillance: Systems and Technologies, Crc Press Editors: Ma Y and Qian G. 
01-01-2009
bullet iconAUDIO-ASSISTED TRAJECTORY ESTIMATION IN NON-OVERLAPPING MULTI-CAMERA NETWORKS
Taj M and Cavallaro A
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 3517-3520.  
01-01-2009
bullet iconMULTI-FOVEATION FILTERING
Popkin T, Cavallaro A and Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 669-672.  
01-01-2009
bullet iconEPILOGUE Outlook
Aghajan H and Cavallaro A
In Multi-Camera Networks, Elsevier 573-578.  
01-01-2009
bullet iconPreface
Cavallaro A and Aghajan H
In Multi-Camera Networks, Elsevier xxi-xxvii.  
01-01-2009
bullet iconEvent monitoring via local motion abnormality detection in non–linear subspace
Tziakos I, Cavallaro A and Xu L
Neurocomputing, to appear-to appear.  
01-01-2009
bullet iconMulti-Camera Networks
Aghajan H and Cavallaro A
 
01-01-2009

2008

bullet iconMultifeature Object Trajectory Clustering for Video Analysis
Anjum N and Cavallaro A
Ieee T Circ Syst Vid vol. 18 (11), 1555-1564.  
01-11-2008
bullet iconMulti-feature object trajectory clustering for video analysis
Anjum N and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 18, 1555–1564-1555–1564.  
01-11-2008
bullet iconEfficient multitarget visual tracking using random finite sets
Maggio E, Taj M and Cavallaro A
Ieee T Circ Syst Vid vol. 18 (8), 1016-1027.  
01-08-2008
bullet iconEfficient multi-target visual tracking using Random Finite Sets
Maggio E, Taj M and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 18, 1016–1027-1016–1027.  
01-08-2008
bullet iconTarget Detection and Tracking With Heterogeneous Sensors
Zhou HY, Taj M and Cavallaro A
Ieee J Sel Top Signa vol. 2 (4), 503-513.  
01-08-2008
bullet iconTarget detection and tracking with heterogeneous sensors
Zhou H, Taj M and Cavallaro A
Ieee Journal of Selected Topics in Signal Processing vol. 2, 503–513-503–513.  
01-08-2008
bullet iconPerceptual Semantics
Cavallaro A and Winkler S
In Multimedia Technologies: Concepts, Methodologies, Tools, and Applications, Information Science Reference Editors: Rahman M. 
01-01-2008
bullet iconMacro-cuboid based probabilistic matching for lip-reading digits
Pachoud S, Gong S and Cavallaro A
2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12., 3056-3063.  
01-01-2008
bullet iconCONTENT-AWARE RANKING OF VIDEO SEGMENTS
Daniyal F, Aj M and Cavallaro A
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 263-271.  
01-01-2008
bullet iconVideo Augmentation for Improving Audio Speech Recognition under Noise
Pachoud S, Gong S and Cavallaro A
Procedings of the British Machine Vision Conference 2008., 25.1-25.10.  
01-01-2008
bullet iconSHREC'08 entry: Registration and retrieval of 3D faces using a point distribution model
Nair P and Cavallaro A
IEEE INTERNATIONAL CONFERENCE ON SHAPE MODELING AND APPLICATIONS 2008, PROCEEDINGS., 257-258. Editors: Spagnuolo M, CohenOr D and Gu XD. 
01-01-2008
bullet iconObjective evaluation of pedestrian and vehicle Tracking on the CLEAR surveillance dataset
Taj M, Maggio E and Cavallaro A
MULTIMODAL TECHNOLOGIES FOR PERCEPTION OF HUMANS. vol. 4625, 160-173. Editors: Stiefelhagen R, Bowers R and Fiscus J. 
01-01-2008
bullet iconGLOBAL TRAJECTORY RECONSTRUCTION FROM DISTRIBUTED VISUAL SENSORS
Kayumbi G, Anjum N and Cavallaro A
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 207-214.  
01-01-2008
bullet iconObject and scene-centric activity detection using state occupancy duration modeling
Taj M and Cavallaro A
2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance., 164-171.  
01-01-2008
bullet iconMatching 3D Faces with Partial Data
Nair PM and Cavallaro A
Procedings of the British Machine Vision Conference 2008., 102.1-102.10.  
01-01-2008
bullet iconDistributed visual sensing for virtual top-view trajectory generation in football videos
Kayumbi G, Mazzeo PL, Spagnolo P, Taj M and Cavallaro A
Proc. of ACM International Conference on Image and Video Retrieval (CIVR). 
01-01-2008
bullet iconDetection and tracking of humans and faces
Karlsson S, Taj M and Cavallaro A
Eurasip Journal On Image and Video Processing vol. 2008 
01-01-2008
bullet iconVideo Tracking in Complex Scenes for Surveillance
Regazzoni C, Cavallaro A and Porikli F
Eurasip Journal On Image and Video Processing vol. 2008 
01-01-2008
bullet iconMulti-view trajectory mapping using homography with lens distortion correction
Kayumbi G and Cavallaro A
Eurasip Journal On Image and Video Processing vol. 2008 
01-01-2008
bullet iconEvent analysis on TRECVid 2008 London Gatwick dataset
Taj M, Daniyal F and Cavallaro A
2008 TREC Video Retrieval Evaluation Notebook Papers. 
01-01-2008
bullet iconVideo Tracking in Complex Scenes for Surveillance Applications
Regazzoni CS, Cavallaro A and Porikli F
Eurasip J Image Vide 
01-01-2008

2007

Relevant PublicationAdaptive multi–feature tracking in a particle filter framework
Maggio E, Smeraldi F and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 17, 1348–1359-1348–1359.  
01-10-2007
bullet iconAdaptive multi-feature tracking in a particle filtering framework
Maggio E, Smeraldi F and Cavallaro A
Ieee Transactions On Circuits and Systems For Video Technology vol. 17, 1348–1359-1348–1359.  
01-10-2007
Relevant PublicationAdaptive multi-feature tracking in a particle filtering framework
MAGGIO E, SMERALDI F and CAVALLARO A
Ieee Transactions On Circuits and Systems For Video Technology vol. 17 Issue 10, 1348-1359.  
01-10-2007
bullet iconMulti-sensor object detection and tracking
CAVALLARO A
Signal, Image and Video Processing vol. 1, No. 2 
01-06-2007
bullet iconPerson and Vehicle Detection and Tracking: Experiments on the CLEAR dATASET
CAVALLARO A, Maggio E and Taj M
Proceedings of Classification of Events, Activities and Relationships (CLEAR) Workshop. Baltimore, Maryland, USA, May 8-9 2007. 
08-05-2007
bullet iconSpecial Issue on ‘Multi-sensor object detection and tracking’
Cavallaro A
Signal, Image and Video Processing, Springer Nature vol. 1 (2), 99-100.  
05-05-2007
bullet iconObjective evaluation of pedestrian and vehicle tracking on the CLEAR surveillance dataset
Taj M, Maggio E and Cavallaro A
CLEAR, Springer LNCS. vol. 4625, 160–173-160–173.  
01-05-2007
bullet iconPrivacy in video surveillance
Cavallaro A
Ieee Signal Proc Mag vol. 24 (2), 168-+.  
01-03-2007
bullet iconLandmark detection in 2.5D facial scans
Nair P and Cavallaro A
Proc. of BMVA symposium on Vision-based Biometrics. 
01-02-2007
bullet iconParticle PHD filtering for multi-target visual tracking
Maggio E, Piccardo E, Regazzoni C and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS., 1101-1104.  
01-01-2007
bullet iconSingle camera calibration for trajectory-based behavior analysis
Anjum N and Cavallaro A
2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE., 147-152.  
01-01-2007
bullet iconMulti-camera scene analysis using an object-centric Continuous Distribution Hidden Markov Model
Taj M and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 2245-2248.  
01-01-2007
bullet iconRobust homography-based trajectory transformation for multi-camera scene analysis
Kayumbi G and Cavallaro A
2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 55-62.  
01-01-2007
bullet iconRelative position estimation of non-overlapping cameras
Anjum N, Taj M and Cavallaro A
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3., 281-284.  
01-01-2007
bullet iconAudiovisual tracking using STAC sensors
Zhou HY, Taj M and Cavallaro A
2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 162-169.  
01-01-2007
bullet iconTracking atoms with particles for audio-visual source localization
Monaci G, Vandergheynst P, Maggio E and Cavallaro A
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3., 753-756.  
01-01-2007
bullet iconMulti-modal particle filtering tracking using appearance, motion and audio likelhioods
Bregonzio M, Taj M and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 2285-2288.  
01-01-2007
bullet iconUnsupervised fuzzy clustering for trajectory analysis
Anjum N and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 1341-1344.  
01-01-2007
bullet iconRegion segmentation and feature point extraction on 3D faces using a point distribution model
Nair P and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 1213-1216.  
01-01-2007
bullet iconMulti-feature graph-based object tracking
Taj M, Maggio E and Cavallaro A
Multimodal Technologies for Perception of Humans. vol. 4122, 190-199. Editors: Stiefelhagen R and Garofolo J. 
01-01-2007
bullet iconHands-on experience in image processing: The automated lecture cameraman
Cavallaro A, Chandrasekera R and Aj M
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol III, Pts 1-3, Proceedings., 721-724.  
01-01-2007
bullet iconMulti-Modal Particle Filtering Tracking Using Appearance, Motion and Audio Likelihoods
Bregonzio M, Taj M and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 5 
01-01-2007
bullet iconAudiovisual Tracking Using Stac Sensors
Zhou H, Taj M and Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras., 170-177.  
01-01-2007
bullet iconMULTI-CAMERA SCENE ANALYSIS USING AN OBJECT-CENTRIC CONTINUOUS DISTRIBUTION HIDDEN MARKOV MODEL
Taj M and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 4, 549-552.  
01-01-2007
bullet iconUNSUPERVISED FUZZY CLUSTERING FOR TRAJECTORY ANALYSIS
Anjum N and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 3 
01-01-2007
bullet iconREGION SEGMENTATION AND FEATURE POINT EXTRACTION ON 3D FACES USING A POINT DISTRIBUTION MODEL
Nair P and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 3 
01-01-2007
bullet iconRobust Homography-Based Trajectory Transformation for Multi-Camera Scene Analysis
Kayumbi G and Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras., 59-66.  
01-01-2007

2006

bullet iconEvaluation of multi-sensor surveillance event detectors
CAVALLARO A and Ziliani F
IET Conference on Imaging for Crime Detection and Prevention (ICDP 2006), London, 13-14 June 2006. 
13-06-2006
bullet iconSurveillance scene change detection
CAVALLARO A and Xu L-Q
IEEE International Workshop on Visual Surveillance (VS2006), in conjunction with ECCV, Graz, Austria, 7-13 May 2006. 
07-05-2006
bullet iconPerceptual Semantics
CAVALLARO A and WINKLER S
In Digital Multimedia Perception and Design, Igi Publishing 1-20. Editors: Ghinea G and Chen SY. 
01-01-2006
bullet iconDigital Multimedia Perception and Design
Cavallaro A and Winkler S
Editors: Ghinea G and Chen SY. 
01-01-2006

2005

bullet iconFacial Scan change detection
CAVALLARO A, Nair PM and Zou L
2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT), London, 29 November - 1 December 2005. 
29-11-2005
bullet iconSemantic video analysis for adaptive content delivery and automatic description
Cavallaro A, Steiger O and Ebrahimi T
Ieee Transactions On Circuits and Systems For Video Technology vol. 15, 1200–1209-1200–1209.  
01-10-2005
bullet iconPerformance Evaluation of Event Detection Solutions: the CREDS experience
CAVALLARO A, Ziliani F, Velastin S, Marcenaro L, Kelliher T and Porikli F
Proc. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2005) Como, Italy. 
15-09-2005
Relevant PublicationCombining Colour and Orientation for Adaptive Particle Filter-based Tracking
Smeraldi F, CAVALLARO A and Maggio E
British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005. 
06-09-2005
bullet iconShadow-aware object-based video processing
Cavallaro A, Salvador E and Ebrahimi T
Iee Vision, Image and Signal Processing vol. 152, 398–406-398–406.  
01-08-2005
bullet iconReal-time generation of annotated video for surveillance
CAVALLARO A, Steiger O and Ebrahimi T
Proc. of Workshop on Image Analysis For Multimedia Interactive Service (WIAMIS-2005), Montreux (CH), 13-15 April 2005. 
13-04-2005
bullet iconCharacterisation of tracking performance
CAVALLARO A and Ziliani F
Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005. 
13-04-2005
bullet iconUniversal Multimedia Access
Cavallaro A
In Encyclopaedia of Multimedia Technology and Networking, Idea Group Reference, Hershey, Pa, Usa Editors: Pagani M. 
01-04-2005
bullet iconTracking video objects in cluttered background
Cavallaro A, Steiger O and Ebrahimi T
Ieee Transactions On Circuits and Systems For Video Technology vol. 15, 575–584-575–584.  
01-04-2005
bullet iconMulti-part target representation for color tracking
Maggio E and Cavallaro A
2005 International Conference on Image Processing (ICIP), Vols 1-5., 1113-1116.  
01-01-2005
bullet iconUniversal Multimedia Access: accessing information anywhere, anytime
CAVALLARO A
In Encyclopedia of Multimedia Technology and Networking [Editor: M. Pagani], Idea Group 
01-01-2005
bullet iconHybrid Particle Filter and Mean Shift tracker with adaptive transition model
CAVALLARO A and MAGGIO E
Ieee Signal Processing Soiciety International Conference On Acoustics, Speech and Signal Processing vol. 2, 22-224.  
01-01-2005
bullet iconImage analysis and computer vision for undergraduates
Cavallaro A
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5., 577-580.  
01-01-2005
bullet iconEvent detection in underground stations using multiple heterogeneous surveillance cameras
Cavallaro A
ADVANCES IN VISUAL COMPUTING, PROCEEDINGS. vol. 3804, 535-542. Editors: Bebis G, Boyle R, Koracin D and Parvin B. 
01-01-2005
bullet iconSurveillance video for mobile devices
Steiger O, Ebrahimi T and Cavallaro A
AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings., 620-625.  
01-01-2005
bullet iconEvaluating perceptually prefiltered video
Steiger O, Ebrahimi T and Cavallaro A
2005 IEEE International Conference on Multimedia and Expo (ICME), Vols 1 and 2., 1291-1294.  
01-01-2005
bullet iconEvaluating Perceptually Prefiltered Video
Steiger O, Ebrahimi T and Cavallaro A
2005 IEEE International Conference on Multimedia and Expo., 1290-1293.  
01-01-2005
bullet iconMulti-Part Target Representation for Color Tracking
Maggio E and Cavallaro A
IEEE International Conference on Image Processing 2005. vol. 1, 1-4.  
01-01-2005
bullet iconHybrid particle filter and mean shift tracker with adaptive transition model
Maggio E and Cavallaro A
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5., 221-224.  
01-01-2005

2004

bullet iconDetecting shadows in image sequences
Cavallaro A, Salvador E and Ebrahimi T
IEE Conference Publication., 165-174.  
01-12-2004
bullet iconAdding Privacy Constraints to Video-based Applications
CAVALLARO A
European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London. 
01-11-2004
bullet iconRule-based Analysis for Shadow Recognition
CAVALLARO A, EBRAHIMI T and SALVADOR E
Computer Vision and Image Understanding vol. 95 No 2, 238-259.  
01-08-2004
bullet iconCast shadow segmentation using invariant colour features
Salvador E, Cavallaro A and Ebrahimi T
Computer Vision and Image Understanding vol. 95, 238–259-238–259.  
01-08-2004
bullet iconCast shadow segmentation using invariant color features
Salvador E, Cavallaro A and Ebrahimi T
Comput Vis Image Und vol. 95 (2), 238-259.  
01-08-2004
bullet iconInteraction between high-level and low-level image analysis for semantic video object extraction
Cavallaro A and Ebrahimi T
Journal On Applied Signal Processing vol. 2004, 786–797-786–797.  
01-06-2004
bullet iconScalable Colour Image Coding with Matching Pursuit
CAVALLARO A, Frossard P, Vandergheynst P and Ventura R
Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing. 
01-05-2004
bullet iconShadow Detection in Image Sequences
CAVALLARO A, Ebrahimi T and Salvador E
Proc. of IEE Conference on Visual Media Production (CVMP), London. 
15-03-2004
bullet iconPerceptual prefiltering for video coding
Cavallaro A, Steiger O and Ebrahimi T
PROCEEDINGS OF THE 2004 INTERNATIONAL SYMPOSIUM ON INTELLIGENT MULTIMEDIA, VIDEO AND SPEECH PROCESSING., 510-513.  
01-01-2004
bullet iconColor image scalable coding with matching pursuit
Ventura RMFI, Vandergheynst P, Frossard P and Cavallaro A
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS., 53-56.  
01-01-2004
bullet iconSegmentation-driven perceptual quality metrics
Cavallaro A and Winkler S
ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5., 3543-3546.  
01-01-2004

2003

bullet iconSemantic segmentation and description for video transcoding
Cavallaro A, Steiger O and Ebrahimi T
2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS., 597-600.  
01-01-2003
bullet iconObject-based video: extraction tools, evaluation metrics and applications
Cavallaro A and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3. vol. 5150, 1-8. Editors: Ebrahimi T and Sikora T. 
01-01-2003
bullet iconClassification of change detection algorithms for object-based applications
Cavallaro A and Ebrahimi T
Digital Media: Processing Multimedia Interactive Services., 129-136. Editors: Izquierdo E. 
01-01-2003
bullet iconSpatio-temporal shadow segmentation and tracking
Salvador E, Cavallaro A and Rahimi TE
IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2003, PTS 1 AND 2. vol. 5022, 389-400. Editors: Vasudev B, Hsing TR, Tescher AG and Ebrahimi T. 
01-01-2003

2002

bullet iconMultiple Video Object Tracking in Complex Scenes
CAVALLARO A, Ebrahimi T and Steiger O
Proc. of ACM Multimedia 2002, Juan les Pins (France). 
01-12-2002
bullet iconAccurate video object segmentation through change detection
Cavallaro A and Ebrahimi T
IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS., 445-448.  
01-01-2002
bullet iconFrom visual information to knowledge: semantic video object segmentation, tracking and description
Cavallaro A
 
01-01-2002
bullet iconMPEG-7 description of generic video objects for scene reconstruction
Steiger O, Cavallaro A and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2002, PTS 1 AND 2. vol. 4671, 947-958. Editors: Kuo CCJ. 
01-01-2002
bullet iconObjective evaluation of segmentation quality using spatio-temporal context
Cavallaro A, Gelasca ED and Ebrahimi T
2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS., 301-304.  
01-01-2002

2001

bullet iconImage analysis for video surveillance based on spatial regularization of a statistical model-based change detection
Ziliani F and Cavallaro A
Real-Time Imaging vol. 7 (5), 389-399.  
01-10-2001
bullet iconImage Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection
Ziliani F and Cavallaro A
Real-Time Imaging vol. 7, 389–399-389–399.  
01-10-2001
bullet iconSegmenting Moving Objects: the MODEST Video Object Kernel
CAVALLARO A, Macq B, Ebrahimi T and Douxchamps D
Proc. of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2001) [invited paper]. 
16-05-2001
bullet iconChange Detection Based on Color Edges
CAVALLARO A and Ebrahimi T
Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney, Australia. 
06-05-2001
bullet iconNon Linear Model-based Image/Video Processing and Analysis
Castagno R, Cavallaro A, Ziliani F and Ebrahimi T
Editors: Pitas I and Kotropoulos C. 
01-01-2001
bullet iconAutomatic and Interactive Segmentation of Video Sequences
CAVALLARO A, Ebrahimi T, Ziliani F and Castagno R
In Non Linear Model-Based Image/Video Processing and Analysis, I Pitas, C Kotropoulos (Eds), Wiley & Sons Chapter 6 
01-01-2001
bullet iconShadow identification and classification using invariant color models
Salvador E, Cavallaro A and Ebrahimi T
2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS., 1545-1548.  
01-01-2001
bullet iconVideo object extraction based on adaptive background and statistical change detection
Cavallaro A and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2001. vol. 4310, 465-475. Editors: Girod B, Bouman CA and Steinbach EG. 
01-01-2001

2000

bullet iconVideo-Based Multi-Agent Traffic Surveillance System
Abreu B, Botelho L, Cavallaro A, Douxchamps D, Ebrahimi T, Figueiredo P, Macq B, Mory B, Nunes L, Orri J, Trigueiros MJ and Violante A
Proc. of IEEE Intelligent Vehicles Symposium., 457-462.  
01-01-2000
bullet iconImage Analysis for Advanced Video Surveillance
Cavallaro A and Ziliani F
In Multimedia Video-Based Surveillance Systems, Kluwer Academic Publishers, Boston 57–67-57–67. Editors: CSR GLF. 
01-01-2000
bullet iconVehicle extraction based on focus of attention, multi feature segmentation and tracking
Cavallaro A, Ziliani F, Castagno R and Ebrahimi T
Proc. oProc. X European Signal Processing Conference, 2000., 2161-2164.  
01-01-2000

1999

bullet iconImage Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection
Ziliani F and Cavallaro A
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing., 1108-1111.  
01-01-1999
bullet iconHigh Level Descriptors of Video Surveillance Sequences
Piscaglia P, Cavallaro A, Bonnet M and Douxchamps D
Multimedia Applications, Services and Techniques — ECMAST’99. vol. 1629/1999, 316-331.  
01-01-1999

1998

bullet iconA Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition
CAVALLARO A, Marsi S and Sicuranza G
In Signal Analysis and Prediction, Birkhausen, Boston 339-350. Editors: al APANDE. 
01-01-1998
bullet iconSignal Analysis and Prediction
Cavallaro A, Marsi S and Sicuranza GL
339–350-339–350. Editors: Prochazka A, Uhlir J, Rayner PJW and Kingsbury NG. 
01-01-1998

1997

bullet iconA Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Structure
Cavallaro A, Marsi S and Sicuranza GL
First European Conference on Signal Analysis and Prediction (ECSAP) Prague 24 Jun 1997 - 27 Jun 1997. 
01-01-1997

1996

bullet iconVideo Compression based on Non Linear Techniques
Cavallaro A
 
01-10-1996

Grants

solid heart iconGrants of specific relevance to the Centre for Multimodal AI
solid heart iconScalable Hybrid Architecture for Wireless Collaborative Federated Learning (SHAFT)
Arumugam Nallanathan and Andrea Cavallaro
£445,428 EPSRC Engineering and Physical Sciences Research Council
01-04-2023 - 31-03-2026
solid heart iconSmart Solutions Towards Cellular-connected Unmanned Aerial Vehicles System (Autonomy)
Arumugam Nallanathan and Andrea Cavallaro
£409,171 EPSRC Engineering and Physical Sciences Research Council
01-04-2022 - 15-01-2026

solid heart iconGraph Networks for Explainable Artificial Intelligence
Andrea Cavallaro and Emmanouil Benetos
£293,434 EPSRC Engineering and Physical Sciences Research Council
01-08-2021 - 31-12-2024
solid heart iconImage Privacy
Andrea Cavallaro
£10,734 EPSRC Engineering and Physical Sciences Research Council
18-04-2021 - 18-01-2022
solid heart iconTechniques for preserving privacy for video analytics, demographics & emotion recognition applications
Andrea Cavallaro
£53,410 Intel
01-03-2021 - 31-08-2021
solid heart iconAugmented feedback to enhance motor and artistic learning during social distancing
Elisabetta Versace, Kristin Hadfield, Steven Buckingham, Andrea Cavallaro, Manuela Angioi and Dylan Morrissey
£234,297 ESRC Economic and Social Research Council
01-01-2021 - 30-04-2022
solid heart iconCollaborative object recognition, shared manipulation and learning
Andrea Cavallaro and Kaspar Althoefer
£302,906 EPSRC Engineering and Physical Sciences Research Council
11-02-2019 - 31-12-2022
solid heart iconPRIMULA
Andrea Cavallaro
£239,739 Alan Turing Institute, The
01-10-2018 - 30-09-2021
solid heart iconPostgraduate Studentship Support
Andrea Cavallaro
£221,130 FBK Fondazione Bruno Kessler
01-09-2014 - 30-05-2023
solid heart iconErasmus Mundus - EMJD ICE - Prof A Cavallaro
Andrea Cavallaro
£838,281 EU European Commission - Other
01-12-2010 - 31-10-2018