Prof Andrea Cavallaro
Professor in Multimedia Signal Processing
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
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
Publications of specific relevance to the Centre for Multimodal AI2025
High-resolution open-vocabulary object 6D pose estimationCorsetti J Boscaini D Giuliari F Oh C Cavallaro A Poiesi F
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers
23-10-2025
RAFT: Regularized Adversarial Fine-Tuning to Enhance Deep Reinforcement Learning for Self-ParkingPighetti A Bellotti F Berta R Cavallaro A Lazzaroni L Oh C
IEEE Sensors Letters, Institute of Electrical and Electronics Engineers
30-09-2025
3D Face Reconstruction Error Decomposed: A Modular Benchmark for Fair and Fast Method EvaluationSariyanidi E Ferrari C Nocentini F Berretti S Cavallaro A Tunc B
2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG). vol. 00, 1-10.
01-05-2025
Stereo Hand-Object Reconstruction for Human-to-Robot HandoverPang YL Xompero A Oh C Cavallaro A
IEEE Robotics and Automation Letters, Institute of Electrical and Electronics Engineers
21-04-2025
GLoFool: Global Enhancements and Local Perturbations to Craft Adversarial ImagesAgarla M Cavallaro A
In Computer Vision – Eccv 2024 Workshops, Springer Nature 383-399.
01-01-2025
Image-Guided Topic Modeling for Interpretable Privacy ClassificationBaia AE Cavallaro A
In Computer Vision – Eccv 2024 Workshops, Springer Nature 200-217.
01-01-2025
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleApicella T Xompero A Gastaldo P Cavallaro A
In Computer Vision – Eccv 2024 Workshops, Springer Nature 286-304.
01-01-2025
2024
Robotic 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 et al.
IEEE Robotics & Automation Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 31 (4), 174-185.
01-12-2024
Sparse multi-view hand-object reconstruction for unseen environmentsPang YL Oh C Cavallaro A
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 803-810.
18-06-2024
Open-vocabulary object 6D pose estimationCorsetti J Boscaini D Oh C Cavallaro A Poiesi F
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024.
17-06-2024
Test-time adaptation for 6D pose trackingTian L Oh C Cavallaro A
Pattern Recognition, Elsevier Bv, 110390-110390.
01-02-2024
2023
Acoustic sensing form the skyWang L Cavallaro A
Acoustics Bulletin, Institute of Acoustics vol. 45, 45-45.
01-11-2023
Human-interpretable and deep features for image privacy classificationBaranouskaya D Cavallaro A
2023 IEEE International Conference on Image Processing (ICIP). vol. 00, 3489-3492.
11-10-2023
Affordance segmentation of hand-occluded containers from exocentric imagesApicella T Xompero A Ragusa E Berta R Cavallaro A Gastaldo P
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 1890-1899.
06-10-2023
Black-Box Attacks on Image Activity Prediction and its Natural Language ExplanationsBaia AE Poggioni V Cavallaro A
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). vol. 00, 3688-3697.
06-10-2023
Data augmentation for speech separationAlex A Wang L Gastaldo P Cavallaro A
Speech Communication, Elsevier vol. 152
01-07-2023
An embedded multichannel sound acquisition system for drone auditionClayton M Wang L Mcpherson A Cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
10-05-2023
Deep learning models for single-channel speech enhancement on dronesMukhutdinov D Alex A Cavallaro A Wang L
IEEE Access, Institute of Electrical and Electronics Engineers, 1-1.
06-03-2023
Cross-Camera View-Overlap RecognitionXompero A Cavallaro A
In Computer Vision – Eccv 2022 Workshops, Springer Nature 253-269.
01-01-2023
Multi-View Video Synthesis Through Progressive Synthesis and RefinementLakhal M Lanz O 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
Data augmentation with mixtures of max-entropy transformations for filling-level classificationModas A Cavallaro A Frossard P
2022 30th European Signal Processing Conference (EUSIPCO)., 1606-1610.
20-12-2022
Content-based Graph Privacy AdvisorStoidis D Cavallaro A
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM). vol. 00, 65-72.
07-12-2022
On The Limits of Perceptual Quality Measures for Enhanced Underwater ImagesLi CY Cavallaro A
2022 IEEE International Conference on Image Processing (ICIP). vol. 00, 4148-4152.
19-10-2022
Deep learning assisted sound source localization from a flying droneWang L Cavallaro A
IEEE Sensors Journal vol. PP (99), 1-1.
23-09-2022
Generating gender-ambiguous voices for privacy-preserving speech recognitionStoidis D Cavallaro A
Interspeech 2022., 4237-4241.
18-09-2022
Reframing the narrative of privacy through system-thinking designferrarello L cavallaro A fiadeiro R Mazzon R
DRS2022: Bilbao.
25-06-2022
Audio-Visual Object Classification for Human-Robot CollaborationXompero A Pang YL Patten T Prabhakar A Calli B Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 9137-9141.
27-05-2022
Training Privacy-Preserving Video Analytics Pipelines by Suppressing Features That Reveal Information About Private AttributesLi CY Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3019-3023.
27-05-2022
Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition?Rajan V Brutti A Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4693-4697.
27-05-2022
Chapter 15 Visual adversarial attacks and defensesOh C Xompero A Cavallaro A
In Advanced Methods and Deep Learning in Computer Vision, Elsevier 511-543.
01-01-2022
The CORSMAL Benchmark for the Prediction of the Properties of ContainersXompero A Donaher S Iashin V Palermo F Solak G Coppola C Ishikawa R Nagao Y et al.
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 10, 41388-41402.
01-01-2022
CLUSTER-BASED 3D KEYPOINT DETECTION FOR CATEGORY-AGNOSTIC 6D POSE TRACKINGTian L Cavallaro A Oh C
2022 IEEE International Conference on Image Processing (ICIP)., 3651-3655.
01-01-2022
Implicit texture mapping for multi-view video synthesisLakhal MI Lanz O Cavallaro A
Bmvc 2022 33rd British Machine Vision Conference Proceedings.
01-01-2022
Selective Colour Restoration of Underwater SurfacesLi CY Cavallaro A
Bmvc 2022 33rd British Machine Vision Conference Proceedings.
01-01-2022
2021
OHPL: One-shot Hand-eye Policy LearnerOh C Pang YL Cavallaro A
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 3904-3910.
16-12-2021
An Affordance Detection Pipeline for Resource-Constrained DevicesApicella T Cavallaro A Berta R Gastaldo P Bellotti F Ragusa E
2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS). vol. 00, 1-6.
01-12-2021
Benchmark for anonymous video analyticsSanchez-Matilla R Cavallaro A
Eurasip Journal on Image and Video Processing, Springer Nature vol. 2021 (1)
07-10-2021
Semantically Adversarial Learnable FiltersShahin Shamsabadi A Oh C Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers
20-09-2021
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor DataMalekzadeh M Clegg R Cavallaro A Haddadi H
Proceedings of The Acm on Interactive, Mobile, Wearable and Ubiquitous Technologies vol. 5 (3)
01-09-2021
Protecting Gender and Identity with Disentangled Speech RepresentationsStoidis D Cavallaro A
Interspeech 2021., 1699-1703.
30-08-2021
Towards safe human-to-robot handovers of unknown containersPang YL Xompero A Oh C Cavallaro A
IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). vol. 00, 51-58.
12-08-2021
Probabilistic Radio-Visual Active Sensing for Search and TrackingVarotto L Cenedese A Cavallaro A
2021 European Control Conference (ECC). vol. 00, 417-422.
02-07-2021
FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial DisturbancesShamsabadi AS Teixeira FS Abad A Raj B Cavallaro A Trancoso I
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6159-6163.
11-06-2021
Robust Latent Representations Via Cross-Modal Translation and AlignmentRajan V Brutti A Cavallaro A
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4315-4319.
11-06-2021
Audio classification of the content of food containers and drinking glassesDonaher S Xompero A Cavallaro A
29-03-2021
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationZhou K Yang Y Cavallaro A 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
Audio-visual tracking of concurrent speakersQian X Brutti A Lanz O Omologo M Cavallaro A
IEEE Transactions on Multimedia vol. PP (99), 1-1.
24-02-2021
Improving Filling Level Classification with Adversarial TrainingModas A Xompero A Sanchez-Matilla R Frossard P Cavallaro A
2021 IEEE International Conference on Image Processing (ICIP). vol. 00, 829-833.
22-01-2021
On the Reversibility of Adversarial AttacksLi CY Sánchez-Matilla R Shamsabadi AS Mazzon R Cavallaro A
2021 IEEE International Conference on Image Processing (ICIP). vol. 00, 3073-3077.
22-01-2021
Novel-View Human Action SynthesisLakhal MI Boscaini D Poiesi F Lanz O Cavallaro A
In Computer Vision – Accv 2020, Springer Nature 423-441.
01-01-2021
2020
Cast-Gan: Learning To Remove Colour Cast From Underwater ImagesLi CY Cavallaro A
2020 IEEE International Conference on Image Processing (ICIP). vol. 00, 1083-1087.
28-10-2020
Deep Learning for Privacy in MultimediaCavallaro A Malekzadeh M Shamsabadi AS
Proceedings of the 28th ACM International Conference on Multimedia., 4777-4778.
12-10-2020
Deep learning assisted time-frequency processing for speech enhancement on dronesWang L Cavallaro A
IEEE Transactions on Emerging Topics in Computational Intelligence, Institute of Electrical and Electronics Engineers
24-08-2020
A blind source separation framework for ego-noise reduction on multi-rotor dronesWang L Cavallaro A
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 28, 2523-2537.
07-08-2020
ColorFool: Semantic Adversarial ColorizationShahin Shamsabadi A Sanchez-Matilla R Cavallaro A
EEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)., 1148-1157.
05-08-2020
Toward Robust Sensing for Autonomous VehiclesModas A Sanchez-Matilla R Frossard P Cavallaro A
IEEE: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (4), 14-23.
29-06-2020
Privacy as a Feature for Body-Worn CamerasCross MS Cavallaro A
IEEE: Signal Processing Magazine, Institute of Electrical and Electronics Engineers vol. 37 (4), 145-148.
29-06-2020
DarkneTZMo F Shamsabadi AS Katevas K Demetriou S Leontiadis I Cavallaro A Haddadi H
Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services., 161-174.
15-06-2020
Multi-View Shape Estimation of Transparent ContainersXompero A Sanchez-Matilla R Modas A Frossard P Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 2363-2367.
08-05-2020
Privacy-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 Cavallaro A
IEEE Signal Processing Magazine vol. 37 (3), 168-172.
06-05-2020
Benchmark for Human-to-Robot Handovers of Unseen Containers with Unknown FillingSanchez-Matilla R Chatzilygeroudis K Modas A Duarte NF Xompero A Frossard P Billard A Cavallaro A
IEEE Robotics and Automation Letters, Institute of Electrical and Electronics Engineers vol. 5 (2), 1642-1649.
24-04-2020
Exploiting vulnerabilities of deep neural networks for privacy protectionSanchez-Matilla R Li CY Shahin Shamsabad A Mazzon R Cavallaro A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE), 1-1.
16-04-2020
PrivEdge: From Local to Distributed Private Training and PredictionShamsabadi AS Gascon A Haddadi H Cavallaro A
IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers vol. 15, 3819-3831.
16-04-2020
View-Action Representation Learning for Active First-Person VisionOh C Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers, 1-1.
13-04-2020
Privacy and utility preserving sensor-data transformationsMalekzadeh M Clegg RG Cavallaro A Haddadi H
Pervasive and Mobile Computing, Elsevier vol. 63
02-03-2020
A Spatio-Temporal Multi-Scale Binary DescriptorXompero A Lanz O Cavallaro A
IEEE Transactions on Image Processing vol. 29, 4362-4375.
15-01-2020
Motion Prediction for First-Person Vision Multi-object TrackingSanchez-Matilla R Cavallaro A
In Computer Vision – Eccv 2020 Workshops, Springer Nature 485-499.
01-01-2020
2019
PosterMo F Shamsabadi AS Katevas K Cavallaro A Haddadi H
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security., 2653-2655.
06-11-2019
Omni-Scale Feature Learning for Person Re-IdentificationZhou K Yang Y Cavallaro A Xiang T
2019 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 3701-3711.
02-11-2019
View-LSTM: Novel-View Video Synthesis Through View DecompositionLakhal MI Lanz O Cavallaro A
2019 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 7576-7586.
02-11-2019
Learning action representations for self-supervised visual explorationOH C CAVALLARO A
IEEE Int. Conference on Robotics and Automation (ICRA).
12-08-2019
Robust Compressive Sensing of Multiband Spectrum with Partial and Incorrect PriorsQi H Yu J Cavallaro A Gao Y
ICC 2019 - 2019 IEEE International Conference on Communications (ICC). vol. 00, 1-6.
24-05-2019
Accurate Target Annotation in 3D from Multimodal StreamsLanz O Brutti A Xompero A Qian X Omologo M 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
Live multicast video streaming from drones: an experimental studyMuzaffar R Yanmaz E Raffelsberger C Bettstetter C Cavallaro A
Autonomous Robots, Springer Nature vol. 44 (1), 75-91.
27-04-2019
Multi-speaker tracking from an audio-visual sensing deviceQIAN X Brutti A Lanz O Omologo M CAVALLARO A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers
01-03-2019
Guest Editorial Trustworthiness in Social Multimedia Analytics and DeliverySu Z Fang Q Wang H Mehrotra S Begen AC Ye Q Cavallaro A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 21 (3), 537-538.
22-02-2019
Learnable Masks for Pose-Guided View SynthesisLakhal MI Lanz O Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP). vol. 00, 1775-1779.
25-01-2019
A Predictor of Moving Objects for First-Person VisionSanchez-Matilla R Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP). vol. 00, 2189-2193.
25-01-2019
Pose Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting LossLakhal MI Lanz O Cavallaro A
Lecture Notes in Computer Science. vol. 11130, 380-394.
01-01-2019
Residual Stacked RNNs for Action RecognitionLakhal MI Clapés A Escalera S Lanz O Cavallaro A
Lecture Notes in Computer Science. vol. 11130, 534-548.
01-01-2019
Video summarisation by classification with deep reinforcement learningZhou K Xiang T Cavallaro A
British Machine Vision Conference 2018, BMVC 2018.
01-01-2019
A First-Person Vision Dataset of Office ActivitiesAbebe G Catala A Cavallaro A
Lecture Notes in Computer Science. vol. 11377, 27-37.
01-01-2019
Description and Recognition of Activity Patterns Using Sparse Vector FieldsPortêlo A Cavallaro A Barata C Marques JS
In Pattern Recognition and Image Analysis, Springer Nature 239-248.
01-01-2019
Chapter 5 Audio-visual learning for body-worn camerasCavallaro A Brutti A
In Multimodal Behavior Analysis in The Wild, Elsevier 103-119.
01-01-2019
2018
An Online Platform for Underwater Image Quality EvaluationLi CY Mazzon R Cavallaro A
Computer Vision for Automated Analysis of Underwater Imagery Workshop (CVAUI) 2018. vol. 11188 LNCS, 37-44.
19-12-2018
Real-time quality assessment of videos from body-worn camerasChang YY Mazzon R Cavallaro A
European Signal Processing Conference (EUSIPCO) 2018. vol. 2018-September, 2160-2164.
03-12-2018
MORB: A Multi-Scale Binary DescriptorXompero A Lanz O Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 2167-2171.
07-10-2018
Confidence Intervals for Tracking Performance ScoresSanchez-Matilla R Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 246-250.
07-10-2018
Distributed One-Class LearningShamsabadi AS Haddadi H Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 4123-4127.
07-10-2018
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video SequencesCampo D Baydoun M Marcenaro L Cavallaro A Regazzoni CS
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 833-837.
07-10-2018
Background Light Estimation for Depth-Dependent Underwater Image RestorationLi CY Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 1528-1532.
07-10-2018
A distributed vision-based consensus model for aerial-robotic teamsPoiesi F Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 169-176.
01-10-2018
Temporally Smooth Privacy-Protected Airborne VideosSarwar O Cavallaro A Rinner B
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 6728-6733.
01-10-2018
Multi-Camera Matching of Spatio-Temporal Binary FeaturesXompero A Lanz O Cavallaro A
2018 21st International Conference on Information Fusion (FUSION). vol. 00, 1519-1526.
10-07-2018
Learning Switching Models for Abnormality Detection for Autonomous DrivingBaydoun M Campo D Sanguineti V Marcenaro L Cavallaro A Regazzoni C
2018 21st International Conference on Information Fusion (FUSION). vol. 00, 2606-2613.
10-07-2018
Visual features for ego-centric activity recognitionTadesse GA Cavallaro A
Proceedings of the 4th ACM Workshop on Wearable Systems and Applications., 48-53.
10-06-2018
Protecting Sensory Data against Sensitive InferencesMalekzadeh M Clegg RG Cavallaro A Haddadi H
Proceedings of the 1st Workshop on Privacy by Design in Distributed Systems., 1-6.
23-04-2018
Concurrent Target Following with Active Directional SensorsWang Y Cavallaro A
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6603-6607.
15-04-2018
3D Mouth Tracking from a Compact Microphone Array Co-Located with a cameraQian X Xompero A Cavallaro A Brutti A Lanz O Omologo M
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 3071-3075.
15-04-2018
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied AgentsBaydoun M Ravanbakhsh M Campo D Marin P Martin D Marcenaro L Cavallaro A Regazzoni CS
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6598-6602.
15-04-2018
Acoustic Sensing From a Multi-Rotor DroneWANG L CAVALLARO A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
11-04-2018
The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates.Matthews T Osorio D Cavallaro A Chittka L
Front Comput Neurosci vol. 12, 15-15.
27-03-2018
Pseudo-determined blind source separation for ad-hoc microphone networksWANG L CAVALLARO A
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers
07-02-2018
Chapter 11 On Modeling and Analyzing Crowds From VideosConci N Bisagno N Cavallaro A
In Computer Vision For Assistive Healthcare, Elsevier 319-336.
01-01-2018
Video summarisation by classification with deep reinforcement learningZhou K Xiang T Cavallaro A
British Machine Vision Conference 2018 Bmvc 2018.
01-01-2018
2017
A Hierarchical Approach to Sensor Network Calibration by Joint Refinement of Sensor Pose and Object TrajectoriesMohedano R Cavallaro A Garcia N
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (1), 413-427.
06-12-2017
Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial VehicleSanchez-Matilla R Wang L Cavallaro A
Proceedings of the 25th ACM international conference on Multimedia., 1591-1599.
23-10-2017
Privacy Protection in Online MultimediaLu Y-H Cavallaro A Crump C Friedland G Winstein K
Proceedings of the 25th ACM international conference on Multimedia., 457-459.
19-10-2017
A Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity RecognitionAbebe G Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1339-1346.
01-10-2017
Inertial-Vision: Cross-Domain Knowledge Transfer for Wearable SensorsAbebe G Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1392-1400.
01-10-2017
Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-Identification with Wearable CamerasBrutti A Cavallaro A
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 438-445.
01-10-2017
Underwater image and video dehazing with pure haze region segmentationEMBERTON S Chittka L Cavallaro A
Computer Vision and Image Understanding, Elsevier
24-08-2017
Active Visual Tracking in Multi-Agent ScenariosWang Y Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.
01-08-2017
A Batch Asynchronous Tracker for Wireless Smart-Camera NetworksxKatragadda S Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.
01-08-2017
Modeling and Classification of Trajectories Based on a Gaussian Process Decomposition into Discrete ComponentsCampo D Baydoun M Marcenaro L Cavallaro A Regazzoni CS
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.
01-08-2017
Time-frequency processing for sound source localization from a micro aerial vehicleWANG L 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
Hierarchical modeling for first-person vision activity recognitionAbebe G Cavallaro A
Neurocomputing vol. 267, 362-377.
13-06-2017
Layered Scene Models from Single Hazy ImagesZhao L Hansard M Cavallaro A
IEEE Transactions on Visualization and Computer Graphics, IEEE Explore vol. Early online, 1-1.
02-06-2017
Sparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White SpaceMa Y Gao Y Cavallaro A Parini CG Zhang W Liang Y-C
IEEE Transactions on Vehicular Technology vol. 66 (10), 8784-8794.
25-04-2017
Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video SurveillanceYao H Cavallaro A Bouwmans T 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
Average Consensus-Based Asynchronous TrackingKatragadda S Regazzoni CS Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 4401-4405.
01-03-2017
3D Audio-Visual Speaker Tracking with an Adaptive Particle FilterQian X Brutti A Omologo M Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 2896-2900.
01-03-2017
Microphone-array ego-noise reduction algorithms for auditory micro aerial vehiclesWANG L cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
14-02-2017
Learning Bases of Activity for Facial Expression RecognitionSariyanidi E Gunes H Cavallaro A
IEEE Transactions on Image Processing vol. 26 (4), 1965-1978.
31-01-2017
Biologically-Inspired Motion Encoding for Robust Global Motion Estimationsariyanidi Gunes CAVALLARO A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers
25-01-2017
Networked Computer Vision: The Importance of a Holistic SimulatorSanMiguel JC Cavallaro A
Computer, Institute of Electrical and Electronics Engineers (IEEE) vol. 50 (7), 35-43.
01-01-2017
Efficient Estimation of Target Detection QualitySan Miguel JC Cavallaro A
2017 IEEE International Conference on Image Processing (ICIP)., 915-919.
01-01-2017
Chapter 12 The Role of Registration and Representation in Facial Affect AnalysisSariyanidi E Gunes H Cavallaro A
In Emotions and Affect in Human Factors and Human-Computer Interaction, Elsevier 289-309.
01-01-2017
PrefaceNasrollahi K Distante C Hua G Cavallaro A Moeslund TB Battiato S Ji Q
01-01-2017
2016
Robust Registration of Dynamic Facial Sequences.Sariyanidi E Gunes H Cavallaro A
IEEE Trans Image Process vol. 26 (4), 1708-1722.
28-12-2016
Cooperative Robots to Observe Moving Targets: ReviewKhan A Rinner B Cavallaro A
IEEE Transactions on Cybernetics vol. 48 (1), 187-198.
01-12-2016
On-line cross-modal adaptation for audio-visual person identification with wearable camerasCAVALLARO A
IEEE Transactions on Human-Machine Systems
14-11-2016
Online Cross-Modal Adaptation for AudioVisual Person Identification With Wearable CamerasBrutti A Cavallaro A
IEEE Transactions on Human-Machine Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. 47 (1), 40-51.
14-11-2016
Special issue on “Video analytics for audience measurement in retail and digital signage”Battiato GE Cavallaro A Distante C
Pattern Recognition Letters, Elsevier vol. 81, 1-2.
01-10-2016
Application-Layer Rate-Adaptive Multicast Video Streaming over 802.11 for Mobile DevicesMuzaffar R Yanmaz E Bettstetter C Cavallaro A
Proceedings of the 24th ACM international conference on Multimedia., 506-510.
01-10-2016
Prioritized Target Tracking with Active Collaborative CamerasWang Y Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 131-137.
01-08-2016
Design Space Exploration for Adaptive Privacy Protection in Airborne ImagesSarwar O Rinner B Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 159-165.
01-08-2016
Energy Consumption Models for Smart Camera NetworksCarlos SanMiguel J Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 27 (12), 2661-2674.
20-07-2016
Support Vector Motion ClusteringLawal IA Poiesi F Anguita D 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
An Iterative Approach to Source Counting and Localization Using Two Distant MicrophonesWang L Hon TK Reiss JD Cavallaro A
IEEE/Acm Transactions on Audio Speech and Language Processing vol. 24 (6), 1079-1093.
01-06-2016
Over-Determined Source Separation and Localization Using Distributed MicrophonesWANG L Reiss J cavallaro A
IEEE/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (IEEE)
25-05-2016
Rate-Adaptive Multicast Video Streaming from Teams of Micro Aerial VehiclesMuzaffar R Vukadinovic V Cavallaro A
2016 IEEE International Conference on Robotics and Automation (ICRA)., 1194-1201.
01-05-2016
Multi-Tracker Partition FusionKhalid O SanMiguel JC 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
Online Multi-target Tracking with Strong and Weak DetectionsSanchez-Matilla R Poiesi F Cavallaro A
Lecture Notes in Computer Science. vol. 9914, 84-99.
01-01-2016
Detecting tracking errors via forecastingKhalid O Cavallaro A Rinner B
Procedings of the British Machine Vision Conference 2016., 140.1-140.12.
01-01-2016
2015
Sensor Capability and Atmospheric Correction in Ocean Colour Remote SensingEmberton S Chittka L Cavallaro A Wang M
Remote Sensing, Mdpi vol. 8 (1)
22-12-2015
Predicting and recognizing human interactions in public spacesPoiesi F Cavallaro A
Journal of Real Time Image Processing vol. 10 (4), 785-803.
01-12-2015
Self-Localization of Ad-Hoc Arrays Using Time Difference of ArrivalsWang L Hon T-K Reiss JD Cavallaro A
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 64 (4), 1018-1033.
05-11-2015
Gyro-based Camera-motion Detection in User-generated VideosBano S Cavallaro A Parra X
Proceedings of the 23rd ACM international conference on Multimedia., 1303-1306.
13-10-2015
Pop-up modelling of hazy scenesZhao L HANSARD M Cavallaro A
International Conference on Image Analysis and Processing Genoa 7 Sep 2015 - 11 Sep 2015.
07-09-2015
Basketball Activity Recognition using Wearable Inertial Measurement UnitsNguyen LNN Rodríguez-Martín D Català A Pérez-López C Samà A Cavallaro A
Proceedings of the XVI International Conference on Human Computer Interaction., 1-6.
07-09-2015
Coalition Formation for Distributed Tracking in Wireless Camera NetworksWang Y Cavallaro A
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.
01-08-2015
Fine Landmark-Based Synchronization of Ad-Hoc Microphone ArraysHon T-K Wang L Reiss JD Cavallaro A
2015 23rd European Signal Processing Conference (EUSIPCO)., 1331-1335.
01-08-2015
Dynamic Bayesian Network Modeling for Self-and Cross-Correcting TrackingBiresaw TA Cavallaro A Regazzonil CS
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 1-6.
01-08-2015
ViComp: composition of user-generated videosBano S Cavallaro A
Multimedia Tools and Applications, Springer Nature vol. 75 (12), 7187-7210.
09-06-2015
Refining Graph Matching Using Inherent Structure InformationLi W Song Y-Z Cavallaro A
2015 IEEE International Conference on Multimedia and Expo (ICME)., 1-6.
01-06-2015
Discovery and organization of multi-camera user-generated videos of the same eventBano S Cavallaro A
Information Sciences, Elsevier vol. 302, 108-121.
01-05-2015
Re-identification with Multiple source-camerasTahir SF Cavallaro A Rinner B
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.
01-04-2015
Self-Positioning of a Team of Flying Smart CamerasPoiesi F Cavallaro A
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.
01-04-2015
Neighbour Consensus for Distributed Visual TrackingKatragadda S Cavallaro A
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.
01-04-2015
Cost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera NetworksSanMiguel JC Cavallaro A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers (IEEE) vol. 15 (5), 2657-2668.
24-03-2015
Correlation-based self-correcting trackingBiresaw TA Cavallaro A Regazzoni CS
Neurocomputing, Elsevier vol. 152, 345-358.
01-03-2015
Temporal validation of Particle Filters for video trackingSanMiguel JC Cavallaro A
Computer Vision and Image Understanding, Elsevier vol. 131, 42-55.
01-02-2015
Audio Fingerprinting for Multi-Device Self-LocalisationHon TK Wang L Reiss JD Cavallaro A
IEEE Transactions on Audio, Speech and Language Processing vol. 23, 1623-1636.
01-01-2015
MTTV - An Interactive Trajectory Visualization and Analysis ToolPoiesi F Cavallaro A
Proceedings of the 6th International Conference on Information Visualization Theory and Applications., 157-162.
01-01-2015
Probabilistic Subpixel Temporal Registration for Facial Expression AnalysisSariyanidi E Gunes H Cavallaro A
Lecture Notes in Computer Science. vol. 9006, 320-335.
01-01-2015
Distributed Vision-Based Flying Cameras to Film a Moving TargetPoiesi F Cavallaro A
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 2453-2459.
01-01-2015
Multiscale Observation of Multiple Moving Targets Using Micro Aerial VehiclesKhan A Rinner B Cavallaro A
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 4642-4649.
01-01-2015
Probabilistic subpixel temporal registration for facial expression analysisSariyanidi E Gunes H 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
Hierarchical rank-based veiling light estimation for underwater dehazingEmberton S Chittka L Cavallaro A
Procedings of the British Machine Vision Conference 2015., 125.1-125.12.
01-01-2015
2014
The costs of fusion in smart camera networksKatragadda S SanMiguel JC Cavallaro A
Proceedings of the International Conference on Distributed Smart Cameras., 1-6.
04-11-2014
Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and RecognitionSariyanidi E Gunes H 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
Consensus protocols for distributed tracking in wireless camera networksKatragadda S Sanmiguel JC Cavallaro A
Fusion 2014 17th International Conference on Information Fusion.
03-10-2014
Assessing Tracking Assessment MeasuresNawaz T Poiesi F Cavallaro A
2014 IEEE International Conference on Image Processing (ICIP)., 441-445.
01-10-2014
Trajectory Clustering for Motion Pattern Extraction in Aerial VideosNawaz T Cavallaro A Rinner B
2014 IEEE International Conference on Image Processing (ICIP)., 1016-1020.
01-10-2014
Tracker-Level Fusion for Robust Bayesian Visual TrackingBiresaw TA Cavallaro A 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
Tracking Multiple High-Density Homogeneous TargetsPoiesi F 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
Predicting and recognizing human interactions in public spacesPoiesi F Cavallaro A
Journal of Real-Time Image Processing, Springer Nature vol. 10 (4), 785-803.
15-05-2014
Low-Cost Multi-Camera Object MatchingTahir SF Cavallaro A
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6869-6873.
01-05-2014
Parallel Particle-PHD FilterDel Coco M Cavallaro A
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6578-6582.
01-05-2014
Audio-visual events for multi-camera synchronizationLlagostera Casanovas A Cavallaro A
Multimedia Tools and Applications, Springer Nature vol. 74 (4), 1317-1340.
23-03-2014
Multiview Matching of Articulated ObjectsZini L Odone F 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
Assessing tracking assessment measuresNawaz T Poiesi F Cavallaro A
2014 IEEE International Conference on Image Processing Icip 2014., 441-445.
28-01-2014
Measures of Effective Video TrackingNawaz T Poiesi F Cavallaro A
IEEE Transactions on Image Processing vol. 23 (1), 376-388.
01-01-2014
Resource Allocation for Personalized Video SummarizationChen F De Vleeschouwer C Cavallaro A
IEEE Transactions on Multimedia vol. 16 (2), 455-469.
01-01-2014
Self-Reconfigurable Smart Camera NetworksSanMiguel JC Shoop K Cavallaro A Micheloni C Foresti GL
Computer vol. 47 (5), 67-73.
01-01-2014
Cost-effective features for reidentification in camera networksTahir SF Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 24 (8), 1362-1374.
01-01-2014
Towards Cognitive and Perceptive Video SystemsAkgun T Attwood C Cavallaro A Fabre C Poiesi F Szczuko P
In Human Behavior Understanding in Networked Sensing, Springer Nature 3-17.
01-01-2014
Chapter 19 Multi-Target Tracking in VideoPoiesi F 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
PrefaceDistante C Battiato S 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
Camera Localization using Trajectories and Maps.Mohedano R Cavallaro A García N
IEEE Trans Pattern Anal Mach Intell
11-12-2013
Guest editorial special issue on intelligent video surveillance for public security and personal privacyBabaguchi N Cavallaro A Chellappa R Dufaux F Wang L
IEEE Transactions on Information Forensics and Security vol. 8 (10), 1559-1561.
23-09-2013
Detection and tracking of groups in crowdMazzon R Poiesi F Cavallaro A
2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance., 202-207.
01-08-2013
Detecting Group Interactions by Online Association of Trajectory DataChen F Cavallaro A
2013 IEEE International Conference on Acoustics, Speech and Signal Processing., 1754-1758.
01-05-2013
View SelectionDaniyal F Cavallaro A
In Emerging Technologies For 3D Video, Wiley 416-431.
22-04-2013
A protocol for evaluating video trackers under real-world conditions.Nawaz T Cavallaro A
IEEE Trans Image Process vol. 22 (4), 1354-1361.
01-04-2013
Multi-camera tracking using a Multi-Goal Social Force ModelMazzon R Cavallaro A
Neurocomputing vol. 100, 41-50.
01-01-2013
Special Issue on Intelligent Video Surveillance for Public Security and Personal PrivacyBabaguchi N Cavallaro A Chellappa R Dufaux F Wang L
IEEE Transactions on Information Forensics and Security vol. 8 (10), 1559-1561.
01-01-2013
Multi-target tracking on confidence maps: An application to people trackingPoiesi F Mazzon R Cavallaro A
Computer Vision and Image Understanding vol. 117 (10), 1257-1272.
01-01-2013
Video-Based Human Behavior Understanding: A SurveyBorges PVK Conci N Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 23 (11), 1993-2008.
01-01-2013
Action-Based Multi-Camera SynchronizationZini L Cavallaro A Odone F
IEEE Journal on Emerging and Selected Topics in Circuits and Systems vol. 3 (2), 165-174.
01-01-2013
Distributed Measurement Selection for Energy-efficient Radio TrackingTargon V Cavallaro A
2013 16TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION)., 714-721.
01-01-2013
Local Zernike Moment Representation for Facial Affect RecognitionSariyanidi E Gunes H Gökmen M Cavallaro A
Procedings of the British Machine Vision Conference 2013., 108.1-108.11.
01-01-2013
Simultaneous Detection and Tracking with Multiple CamerasTaj M Cavallaro A
In Machine Learning For Computer Vision, Springer Nature 197-214.
01-01-2013
Lecture Notes in Electrical Engineering: PrefaceAdami N Cavallaro A Leonardi R Migliorati P
01-01-2013
2012
Columns and Forum [From the Editors]Cavallaro A Kwasinski A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 30 (1), 4-4.
10-12-2012
Error Propagation in Multi-Camera TrackingKayumbi G Mazzeo PL Cavallaro A
2012 Eighth International Conference on Signal Image Technology and Internet Based Systems., 343-350.
01-11-2012
PEOPLE-BACKGROUND SEGMENTATION WITH UNEQUAL ERROR COSTGarcía-Martín Á Cavallaro A Martínez JM
2012 19th IEEE International Conference on Image Processing., 157-160.
01-09-2012
STANDALONE EVALUATION OF DETERMINISTIC VIDEO TRACKINGSanMiguel JC Cavallaro A Martínez JM
2012 19th IEEE International Conference on Image Processing., 1353-1356.
01-09-2012
Adaptive Online Performance Evaluation of Video TrackersSanMiguel JC Cavallaro A Martinez JM
IEEE Transactions on Image Processing vol. 21 (5), 2812-2823.
01-05-2012
Adaptive Appearance Modeling for Video Tracking: Survey and EvaluationSalti S Cavallaro A Di Stefano L
IEEE Transactions on Image Processing vol. 21 (10), 4334-4348.
01-01-2012
Person re-identification in crowdMazzon R Tahir SF Cavallaro A
Pattern Recognition Letters vol. 33 (14), 1828-1837.
01-01-2012
Automated Localization of a Camera NetworkAnjum N Cavallaro A
IEEE Intelligent Systems vol. 27 (5), 10-18.
01-01-2012
INTERACTION RECOGNITION IN WIDE AREAS USING AUDIOVISUAL SENSORSTaj M Cavallaro A
2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012)., 1113-1116.
01-01-2012
2011
Image coding using depth blurring for aesthetically acceptable distortionPopkin T CAVALLARO A Hands D
IEEE Transactions on Image Processing, IEEE vol. 20 (11)
01-11-2011
Multi-camera scheduling for video productionDaniyal F Cavallaro A
2011 Conference for Visual Media Production., 11-20.
01-11-2011
Special Issue on Video Analysis on Resource-Limited SystemsChellappa R Cavallaro A Wu Y Shan CF Fu Y Pulli K
IEEE T Circ Syst Vid vol. 21 (10), 1349-1352.
01-10-2011
Camera network Localization Using Trajectory EstimationAnjum N Mirza MJ Cavallaro A
2011 7th International Conference on Emerging Technologies., 1-6.
01-09-2011
Distributed and Decentralized Multicamera TrackingTaj M Cavallaro A
IEEE Signal Proc Mag vol. 28 (3)
01-05-2011
ABNORMAL MOTION DETECTION IN CROWDED SCENES USING LOCAL SPATIO-TEMPORAL ANALYSISDaniyal F Cavallaro A
2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING., 1944-1947.
01-01-2011
PFT: A PROTOCOL FOR EVALUATING VIDEO TRACKERSNawaz T Cavallaro A
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP).
01-01-2011
EFFICIENT DEPTH BLURRING WITH OCCLUSION HANDLINGPopkin T Cavallaro A Hands D
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP).
01-01-2011
Distributed target tracking under realistic network conditionsNastasi C Cavallaro A
Sensor Signal Processing for Defence (SSPD 2011)., 22-22.
01-01-2011
WiSE-MNet: an experimental environment for wireless multimedia sensor networksNastasi C Cavallaro A
Sensor Signal Processing for Defence (SSPD 2011)., 34-34.
01-01-2011
2010
EVALUATION 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 Martinez JM
2010 IEEE International Conference on Image Processing., 825-828.
01-09-2010
Video Analytics for Surveillance: Theory and Practice [From the Guest Editors]Regazzoni CS Cavallaro A Wu Y Konrad J Hampapur A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 27 (5), 16-17.
01-09-2010
Local Abnormality Detection in Video Using Subspace LearningTziakos I Cavallaro A Xu L-Q
2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance., 519-525.
01-08-2010
Automated localization of a camera networkN Anjum AC
IEEE Intelligent Systems vol. PP (99), 1-1.
01-07-2010
Special issue on multi-camera and multi-modal sensor fusionCavallaro A Aghajan H
Comput Vis Image Und vol. 114 (6), 609-610.
01-06-2010
Event monitoring via local motion abnormality detection in non-linear subspaceTziakos I Cavallaro A Xu LQ
Neurocomputing vol. 73 (10-12), 1881-1891.
01-06-2010
DETECTOR-LESS BALL LOCALIZATION USING CONTEXT AND MOTION FLOW ANALYSISPoiesi F Daniyal F Cavallaro A
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING., 3913-3916.
01-01-2010
Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and ProductionDe Vleeschouwer C Cavallaro A Frossard P Tu P Xu LQ
Eurasip J Image Vide
01-01-2010
Content and task-based view selection from multiple video streamsDaniyal F Taj M Cavallaro A
Multimed Tools Appl vol. 46 (2-3), 235-258.
01-01-2010
Recognizing Interactions in VideoTaj M Cavallaro A Velastin S al E
In Intelligent Multimedia Analysis For Security Applications, Springer 29-58.
01-01-2010
An Accurate and Efficient Method for Smoothly Space-Variant Gaussian BlurringPopkin T Cavallaro A Hands D
IEEE Transactions on Image Processing vol. 19 (5), 1362-1370.
01-01-2010
Trajectory clustering for scene context learning and outlier detectionAnjum N Cavallaro A Schonfeld D al E
In Video Search and Mining (Studies in Computational Intelligence), Springer 33-52.
01-01-2010
Multi-view multi-object detection trackingTaj M Cavallaro A Cipolla R al E
In Computer Vision: Detection, Recognition and Reconstruction, Springer 263-278.
01-01-2010
QMUL-ACTIVA: 'Person Runs' detection for the TRECVID surveillance event detection taskDaniyal F Cavallaro A
2010 Trec Video Retrieval Evaluation Notebook Papers.
01-01-2010
2009
Multi-camera track-before-detectTaj M Cavallaro A
2009 3rd ACM IEEE International Conference on Distributed Smart Cameras Icdsc 2009.
23-12-2009
Learning scene context for multiple object trackingMaggio E Cavallaro A
IEEE Transactions on Image Processing vol. 18, 1873–1884-1873–1884.
01-08-2009
Learning Scene Context for Multiple Object TrackingMaggio E Cavallaro A
Iee Transactions on Image Processing vol. 18 (8), 1873-1884.
01-08-2009
3-D Face Detection, Landmark Localization, and Registration Using a Point Distribution ModelNair P Cavallaro A
IEEE T Multimedia vol. 11 (4), 611-623.
01-06-2009
3D face detection, landmark localization and registration using a Point Distribution ModelNair P Cavallaro A
IEEE Transactions on Multimedia vol. 11, 611–623-611–623.
01-06-2009
Accurate appearance-based Bayesian tracking for maneuvering targetsMaggio E Cavallaro A
Computer Vision and Image Understanding vol. 113, 544–555-544–555.
01-04-2009
Multi-foveation filteringPopkin T Cavallaro A Hands D
Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 669-672.
01-04-2009
Distance blurring for space-variant image codingPopkin T Cavallaro A Hands D
2009 IEEE International Conference on Acoustics, Speech and Signal Processing., 665-668.
01-04-2009
Video event segmentation and visualisation in non-linear subspaceTziakos I Cavallaro A Xu LQ
Pattern Recogn Lett vol. 30 (2), 123-131.
15-01-2009
Video Event Segmentation and Visualisation in Non-linear SubspaceTziakos I Cavallaro A Xu L
Pattern Recognition Letters vol. 30, 123–131-123–131.
01-01-2009
Multi-Camera Networks: Principles and ApplicationsAghajan H Cavallaro A
01-01-2009
Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector MachinesPachoud S Gong S 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
Content and task-based view selection from multiple video streamsDaniyal F Taj M Cavallaro A
Multimedia Tools and Applications, to appaear-to appaear.
01-01-2009
GROUPING MOTION TRAJECTORIESPachoud S Maggio E Cavallaro A
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 1477-1480.
01-01-2009
DISTANCE BLURRING FOR SPACE-VARIANT IMAGE CODINGPopkin T Cavallaro A Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 665-668.
01-01-2009
Localization of distributed wireless camerasAnjum N Cavallaro A
Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009.
01-01-2009
Compact signatures for 3D face recognition under varying expressionsDaniyal F Nair P Cavallaro A
Proc. of IEEE Int. Conference on Advanced Video and Signal based Surveillance (AVSS).
01-01-2009
Change detection for object segmentationCavallaro A Belbachir AN
In Smart Cameras, Springer Verlag Gmbh 181-198.
01-01-2009
Multi-camera calibration and global trajectory fusionAnjum N Cavallaro A Ma Y Qian G
In Intelligent Video Surveillance: Systems and Technologies, Crc Press
01-01-2009
AUDIO-ASSISTED TRAJECTORY ESTIMATION IN NON-OVERLAPPING MULTI-CAMERA NETWORKSTaj M Cavallaro A
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 3517-3520.
01-01-2009
MULTI-FOVEATION FILTERINGPopkin T Cavallaro A Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 669-672.
01-01-2009
EPILOGUE OutlookAghajan H Cavallaro A
In Multi-Camera Networks, Elsevier 573-578.
01-01-2009
PrefaceCavallaro A Aghajan H
In Multi-Camera Networks, Elsevier xxi-xxvii.
01-01-2009
Event monitoring via local motion abnormality detection in non–linear subspaceTziakos I Cavallaro A Xu L
Neurocomputing, to appear-to appear.
01-01-2009
2008
Multifeature Object Trajectory Clustering for Video AnalysisAnjum N Cavallaro A
IEEE T Circ Syst Vid vol. 18 (11), 1555-1564.
01-11-2008
Multi-feature object trajectory clustering for video analysisAnjum N Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 18, 1555–1564-1555–1564.
01-11-2008
Efficient multitarget visual tracking using random finite setsMaggio E Taj M Cavallaro A
IEEE T Circ Syst Vid vol. 18 (8), 1016-1027.
01-08-2008
Efficient multi-target visual tracking using Random Finite SetsMaggio E Taj M Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 18, 1016–1027-1016–1027.
01-08-2008
Target Detection and Tracking With Heterogeneous SensorsZhou HY Taj M Cavallaro A
IEEE J Sel Top Signa vol. 2 (4), 503-513.
01-08-2008
Target detection and tracking with heterogeneous sensorsZhou H Taj M Cavallaro A
IEEE Journal of Selected Topics in Signal Processing vol. 2, 503–513-503–513.
01-08-2008
Perceptual SemanticsCavallaro A Winkler S Rahman M
In Multimedia Technologies: Concepts, Methodologies, Tools, and Applications, Information Science Reference
01-01-2008
Macro-cuboid based probabilistic matching for lip-reading digitsPachoud S Gong S Cavallaro A
2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12., 3056-3063.
01-01-2008
CONTENT-AWARE RANKING OF VIDEO SEGMENTSDaniyal F Aj M Cavallaro A
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 263-271.
01-01-2008
SHREC'08 entry: Registration and retrieval of 3D faces using a point distribution modelNair P Cavallaro A Spagnuolo M CohenOr D Gu XD
IEEE INTERNATIONAL CONFERENCE ON SHAPE MODELING AND APPLICATIONS 2008, PROCEEDINGS., 257-258.
01-01-2008
Objective evaluation of pedestrian and vehicle Tracking on the CLEAR surveillance datasetTaj M Maggio E Cavallaro A Stiefelhagen R Bowers R Fiscus J
MULTIMODAL TECHNOLOGIES FOR PERCEPTION OF HUMANS. vol. 4625, 160-173.
01-01-2008
GLOBAL TRAJECTORY RECONSTRUCTION FROM DISTRIBUTED VISUAL SENSORSKayumbi G Anjum N Cavallaro A
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 207-214.
01-01-2008
Object and scene-centric activity detection using state occupancy duration modelingTaj M Cavallaro A
2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance., 164-171.
01-01-2008
Distributed visual sensing for virtual top-view trajectory generation in football videosKayumbi G Mazzeo PL Spagnolo P Taj M Cavallaro A
Proc. of ACM International Conference on Image and Video Retrieval (CIVR).
01-01-2008
Detection and tracking of humans and facesKarlsson S Taj M Cavallaro A
Eurasip Journal on Image and Video Processing vol. 2008
01-01-2008
Video Tracking in Complex Scenes for SurveillanceRegazzoni C Cavallaro A Porikli F
Eurasip Journal on Image and Video Processing vol. 2008
01-01-2008
Multi-view trajectory mapping using homography with lens distortion correctionKayumbi G Cavallaro A
Eurasip Journal on Image and Video Processing vol. 2008
01-01-2008
Event analysis on TRECVid 2008 London Gatwick datasetTaj M Daniyal F Cavallaro A
2008 Trec Video Retrieval Evaluation Notebook Papers.
01-01-2008
Video Tracking in Complex Scenes for Surveillance ApplicationsRegazzoni CS Cavallaro A Porikli F
Eurasip J Image Vide
01-01-2008
2007
Adaptive multi–feature tracking in a particle filter frameworkMaggio E Smeraldi F Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 17, 1348–1359-1348–1359.
01-10-2007
Adaptive multi-feature tracking in a particle filtering frameworkMaggio E Smeraldi F Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 17, 1348–1359-1348–1359.
01-10-2007
Adaptive multifeature tracking in a particle filtering frameworkMaggio E Smerladi F Cavallaro A
IEEE T Circ Syst Vid vol. 17 (10), 1348-1359.
01-10-2007
Video signal analysisCAVALLARO A Xu L-Q
Patent WO2007083104 (A1).
26-07-2007
Multi-sensor object detection and trackingCAVALLARO A
Signal, Image and Video Processing vol. 1, No. 2
01-06-2007
Person and Vehicle Detection and Tracking: Experiments on the CLEAR dATASETCAVALLARO A Maggio E Taj M
Proceedings of Classification of Events, Activities and Relationships (CLEAR) Workshop. Baltimore, Maryland, USA, May 8-9 2007.
08-05-2007
Special 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
Objective evaluation of pedestrian and vehicle tracking on the CLEAR surveillance datasetTaj M Maggio E Cavallaro A
CLEAR, Springer LNCS. vol. 4625, 160–173-160–173.
01-05-2007
Privacy in video surveillanceCavallaro A
IEEE Signal Proc Mag vol. 24 (2), 168-+.
01-03-2007
Landmark detection in 2.5D facial scansNair P Cavallaro A
Proc. of BMVA symposium on Vision-based Biometrics.
01-02-2007
Particle PHD filtering for multi-target visual trackingMaggio E Piccardo E Regazzoni C Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS., 1101-1104.
01-01-2007
Single camera calibration for trajectory-based behavior analysisAnjum N Cavallaro A
2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE., 147-152.
01-01-2007
Multi-camera scene analysis using an object-centric Continuous Distribution Hidden Markov ModelTaj M Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 2245-2248.
01-01-2007
Robust homography-based trajectory transformation for multi-camera scene analysisKayumbi G Cavallaro A
2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 55-62.
01-01-2007
Relative position estimation of non-overlapping camerasAnjum N Taj M Cavallaro A
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3., 281-284.
01-01-2007
Audiovisual tracking using STAC sensorsZhou HY Taj M Cavallaro A
2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 162-169.
01-01-2007
Tracking atoms with particles for audio-visual source localizationMonaci G Vandergheynst P Maggio E Cavallaro A
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3., 753-756.
01-01-2007
Multi-modal particle filtering tracking using appearance, motion and audio likelhioodsBregonzio M Taj M Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 2285-2288.
01-01-2007
Unsupervised fuzzy clustering for trajectory analysisAnjum N Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 1341-1344.
01-01-2007
Region segmentation and feature point extraction on 3D faces using a point distribution modelNair P Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 1213-1216.
01-01-2007
Multi-feature graph-based object trackingTaj M Maggio E Cavallaro A Stiefelhagen R Garofolo J
Multimodal Technologies for Perception of Humans. vol. 4122, 190-199.
01-01-2007
Hands-on experience in image processing: The automated lecture cameramanCavallaro A Chandrasekera R Aj M
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol III, Pts 1-3, Proceedings., 721-724.
01-01-2007
Multi-Modal Particle Filtering Tracking Using Appearance, Motion and Audio LikelihoodsBregonzio M Taj M Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 5
01-01-2007
Audiovisual Tracking Using Stac SensorsZhou H Taj M Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras., 170-177.
01-01-2007
MULTI-CAMERA SCENE ANALYSIS USING AN OBJECT-CENTRIC CONTINUOUS DISTRIBUTION HIDDEN MARKOV MODELTaj M Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 4, 549-552.
01-01-2007
UNSUPERVISED FUZZY CLUSTERING FOR TRAJECTORY ANALYSISAnjum N Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 3
01-01-2007
REGION SEGMENTATION AND FEATURE POINT EXTRACTION ON 3D FACES USING A POINT DISTRIBUTION MODELNair P Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 3
01-01-2007
Robust Homography-Based Trajectory Transformation for Multi-Camera Scene AnalysisKayumbi G Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras., 59-66.
01-01-2007
2006
Evaluation of multi-sensor surveillance event detectorsCAVALLARO A Ziliani F
IET Conference on Imaging for Crime Detection and Prevention (ICDP 2006), London, 13-14 June 2006.
13-06-2006
Surveillance scene change detectionCAVALLARO A Xu L-Q
IEEE International Workshop on Visual Surveillance (VS2006), in conjunction with ECCV, Graz, Austria, 7-13 May 2006.
07-05-2006
Perceptual SemanticsCAVALLARO A WINKLER S Ghinea G Chen SY
In Digital Multimedia Perception and Design, Igi Publishing 1-20.
01-01-2006
Digital Multimedia Perception and DesignCavallaro A Winkler S Ghinea G Chen SY
01-01-2006
2005
Facial Scan change detectionCAVALLARO A Nair PM 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
Semantic video analysis for adaptive content delivery and automatic descriptionCavallaro A Steiger O Ebrahimi T
IEEE Transactions on Circuits and Systems For Video Technology vol. 15, 1200–1209-1200–1209.
01-10-2005
Performance Evaluation of Event Detection Solutions: the CREDS experienceCAVALLARO A Ziliani F Velastin S Marcenaro L Kelliher T Porikli F
Proc. IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2005) Como, Italy.
15-09-2005
Combining Colour and Orientation for Adaptive Particle Filter-based TrackingSmeraldi F CAVALLARO A Maggio E
British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005.
06-09-2005
Shadow-aware object-based video processingCavallaro A Salvador E Ebrahimi T
Iee Vision, Image and Signal Processing vol. 152, 398–406-398–406.
01-08-2005
Real-time generation of annotated video for surveillanceCAVALLARO A Steiger O Ebrahimi T
Proc. of Workshop on Image Analysis For Multimedia Interactive Service (WIAMIS-2005), Montreux (CH), 13-15 April 2005.
13-04-2005
Characterisation of tracking performanceCAVALLARO A Ziliani F
Proc. of Workshop on Image Analysis For Multimedia Interactive Services (WIAMIS-2005), Montreux (CH), 13-15 April 2005.
13-04-2005
Universal Multimedia AccessCavallaro A Pagani M
In Encyclopaedia of Multimedia Technology and Networking, Idea Group Reference, Hershey, Pa, Usa
01-04-2005
Tracking video objects in cluttered backgroundCavallaro A Steiger O Ebrahimi T
IEEE T Circ Syst Vid vol. 15 (4), 575-584.
01-04-2005
Multi-part target representation for color trackingMaggio E Cavallaro A
2005 International Conference on Image Processing (ICIP), Vols 1-5., 1113-1116.
01-01-2005
Universal Multimedia Access: accessing information anywhere, anytimeCAVALLARO A
In Encyclopedia of Multimedia Technology and Networking [Editor: M. Pagani], Idea Group
01-01-2005
Hybrid Particle Filter and Mean Shift tracker with adaptive transition modelCAVALLARO A MAGGIO E
IEEE Signal Processing Soiciety International Conference on Acoustics, Speech and Signal Processing vol. 2, 22-224.
01-01-2005
Image analysis and computer vision for undergraduatesCavallaro A
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5., 577-580.
01-01-2005
Event detection in underground stations using multiple heterogeneous surveillance camerasCavallaro A Bebis G Boyle R Koracin D Parvin B
ADVANCES IN VISUAL COMPUTING, PROCEEDINGS. vol. 3804, 535-542.
01-01-2005
Surveillance video for mobile devicesSteiger O Ebrahimi T Cavallaro A
AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings., 620-625.
01-01-2005
Evaluating perceptually prefiltered videoSteiger O Ebrahimi T Cavallaro A
2005 IEEE International Conference on Multimedia and Expo (ICME), Vols 1 and 2., 1291-1294.
01-01-2005
Evaluating Perceptually Prefiltered VideoSteiger O Ebrahimi T Cavallaro A
2005 IEEE International Conference on Multimedia and Expo., 1290-1293.
01-01-2005
Multi-Part Target Representation for Color TrackingMaggio E Cavallaro A
IEEE International Conference on Image Processing 2005. vol. 1, 1-4.
01-01-2005
Image Analysis and Computer Vision for UndergraduatesCavallaro A
Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.. vol. 5, 1-4.
01-01-2005
Hybrid particle filter and mean shift tracker with adaptive transition modelMaggio E Cavallaro A
2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5., 221-224.
01-01-2005
2004
Detecting shadows in image sequencesCavallaro A Salvador E Ebrahimi T
IEE Conference Publication., 165-174.
01-12-2004
Adding Privacy Constraints to Video-based ApplicationsCAVALLARO A
European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London.
01-11-2004
Rule-based Analysis for Shadow RecognitionCAVALLARO A EBRAHIMI T SALVADOR E
Computer Vision and Image Understanding vol. 95 No 2, 238-259.
01-08-2004
Cast shadow segmentation using invariant colour featuresSalvador E Cavallaro A Ebrahimi T
Computer Vision and Image Understanding vol. 95, 238–259-238–259.
01-08-2004
Cast shadow segmentation using invariant color featuresSalvador E Cavallaro A Ebrahimi T
Comput Vis Image Und vol. 95 (2), 238-259.
01-08-2004
Interaction between high-level and low-level image analysis for semantic video object extractionCavallaro A Ebrahimi T
Journal on Applied Signal Processing vol. 2004, 786–797-786–797.
01-06-2004
Scalable Colour Image Coding with Matching PursuitCAVALLARO A Frossard P Vandergheynst P Ventura R
Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing.
01-05-2004
Shadow Detection in Image SequencesCAVALLARO A Ebrahimi T Salvador E
Proc. of IEE Conference on Visual Media Production (CVMP), London.
15-03-2004
Perceptual prefiltering for video codingCavallaro A Steiger O Ebrahimi T
PROCEEDINGS OF THE 2004 INTERNATIONAL SYMPOSIUM ON INTELLIGENT MULTIMEDIA, VIDEO AND SPEECH PROCESSING., 510-513.
01-01-2004
Color image scalable coding with matching pursuitVentura RMFI Vandergheynst P Frossard P Cavallaro A
2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS., 53-56.
01-01-2004
Segmentation-driven perceptual quality metricsCavallaro A Winkler S
ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5., 3543-3546.
01-01-2004
2003
Semantic segmentation and description for video transcodingCavallaro A Steiger O Ebrahimi T
2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS., 597-600.
01-01-2003
Object-based video: extraction tools, evaluation metrics and applicationsCavallaro A Ebrahimi T Ebrahimi T Sikora T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3. vol. 5150, 1-8.
01-01-2003
Classification of change detection algorithms for object-based applicationsCavallaro A Ebrahimi T Izquierdo E
Digital Media: Processing Multimedia Interactive Services., 129-136.
01-01-2003
Spatio-temporal shadow segmentation and trackingSalvador E Cavallaro A Rahimi TE Vasudev B Hsing TR Tescher AG Ebrahimi T
IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2003, PTS 1 AND 2. vol. 5022, 389-400.
01-01-2003
2002
Multiple Video Object Tracking in Complex ScenesCAVALLARO A Ebrahimi T Steiger O
Proc. of ACM Multimedia 2002, Juan les Pins (France).
01-12-2002
Accurate video object segmentation through change detectionCavallaro A Ebrahimi T
IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS., 445-448.
01-01-2002
From visual information to knowledge: semantic video object segmentation, tracking and descriptionCavallaro A
01-01-2002
MPEG-7 description of generic video objects for scene reconstructionSteiger O Cavallaro A Ebrahimi T Kuo CCJ
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2002, PTS 1 AND 2. vol. 4671, 947-958.
01-01-2002
Objective evaluation of segmentation quality using spatio-temporal contextCavallaro A Gelasca ED Ebrahimi T
2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS., 301-304.
01-01-2002
2001
Image analysis for video surveillance based on spatial regularization of a statistical model-based change detectionZiliani F Cavallaro A
Real-Time Imaging vol. 7 (5), 389-399.
01-10-2001
Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change DetectionZiliani F Cavallaro A
Real-Time Imaging vol. 7, 389–399-389–399.
01-10-2001
Segmenting Moving Objects: the MODEST Video Object KernelCAVALLARO A Macq B Ebrahimi T Douxchamps D
Proc. of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2001) [invited paper].
16-05-2001
Change Detection Based on Color EdgesCAVALLARO A Ebrahimi T
Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney, Australia.
06-05-2001
Non Linear Model-based Image/Video Processing and AnalysisCastagno R Cavallaro A Ziliani F Ebrahimi T Pitas I Kotropoulos C
01-01-2001
Automatic and Interactive Segmentation of Video SequencesCAVALLARO A Ebrahimi T Ziliani F Castagno R
In Non Linear Model-Based Image/Video Processing and Analysis, I Pitas, C Kotropoulos (Eds), Wiley & Sons Chapter 6
01-01-2001
Shadow identification and classification using invariant color modelsSalvador E Cavallaro A Ebrahimi T
2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS., 1545-1548.
01-01-2001
Video object extraction based on adaptive background and statistical change detectionCavallaro A Ebrahimi T Girod B Bouman CA Steinbach EG
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2001. vol. 4310, 465-475.
01-01-2001
2000
Video-Based Multi-Agent Traffic Surveillance SystemAbreu B Botelho L Cavallaro A Douxchamps D Ebrahimi T Figueiredo P Macq B Mory B et al.
Proc. of IEEE Intelligent Vehicles Symposium., 457-462.
01-01-2000
Image Analysis for Advanced Video SurveillanceCavallaro A Ziliani F CSR GLF
In Multimedia Video-Based Surveillance Systems, Kluwer Academic Publishers, Boston 57–67-57–67.
01-01-2000
Vehicle extraction based on focus of attention, multi feature segmentation and trackingCavallaro A Ziliani F Castagno R Ebrahimi T
Proc. oProc. X European Signal Processing Conference, 2000., 2161-2164.
01-01-2000
1999
Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change DetectionZiliani F Cavallaro A
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing., 1108-1111.
01-01-1999
High Level Descriptors of Video Surveillance SequencesPiscaglia P Cavallaro A Bonnet M Douxchamps D
Multimedia Applications, Services and Techniques — ECMAST’99. vol. 1629/1999, 316-331.
01-01-1999
1998
A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree DecompositionCAVALLARO A Marsi S Sicuranza G al APANDE
In Signal Analysis and Prediction, Birkhausen, Boston 339-350.
01-01-1998
Signal Analysis and PredictionCavallaro A Marsi S Sicuranza GL Prochazka A Uhlir J Rayner PJW Kingsbury NG
339–350-339–350.
01-01-1998
1997
A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree StructureCavallaro A Marsi S Sicuranza GL
First European Conference on Signal Analysis and Prediction (ECSAP) Prague 24 Jun 1997 - 27 Jun 1997.
01-01-1997
1996
Video Compression based on Non Linear TechniquesCavallaro A
01-10-1996
Trajectory association and fusion across partially overlapping camerasAnjum N Cavallaro A
2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance., 201-206.
Robust multi-dimensional motion features for first-person vision activity recognitionAbebe G Cavallaro A Parra X
Computer Vision and Image Understanding vol. 149, 229-248.
Ear in the sky: Ego noise reduction for auditory micro aerial vehiclesWANG L cavallaro A
IEEE Advanced Video and Signal-based Surveillance (AVSS) 2016 Colorado Springs, USA 23 Aug 2016 - 26 Aug 2016.
Detection of fast incoming objects with a moving cameraPOIESI F Cavallaro
British Machine Vision Conference York, UK 19 Sep 2016 - 22 Sep 2016.
Video augmentation for improving audio speech recognition under noisePachoud S Gong S Cavallaro A
British Machine Vision Conference (BMVC) Leeds (UK) 1 Jan 1970.
Constrained Optimization for Plane-Based StereoAhmed S HANSARD M CAVALLARO A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers
Tracking a moving sound source from a multi-rotor droneWANG L Sanchez-Matilla R CAVALLARO A
IEEE/RSJ International Conference on Intelligent Robots and Systems Madrid, Spain 1 Oct 2018 - 5 Oct 2018.
Scene privacy protectionLi CY SHAMSABADI A Sanchez-Matilla R MAZZON R CAVALLARO A
IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP).
Mobile sensor data anonymizationMALEKZADEH M CLEGG R CAVALLARO A HADDADI H
Int. Conf. on Internet-of-Things Design and Implementation (IoTDI).
Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancementWang L Sanchez-Matilla R Cavallaro A
IEEE/RSJ International Conference on Intelligent Robots and Systems Macau, China 4 Nov 2019 - 8 Nov 2019.
ConflictNET: End-to-End Learning for Speech-based Conflict Intensity EstimationRajan V Brutti A Cavallaro A
Signal Procesing Letters, IEEE
A privacy-preserving filter for oblique face images based on adaptive hopping Gaussian mixturesCavallaro A SARWAR O Rinner B
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE)
Multi-camera calibration and event recognition with outlier behaviour detectionTaj M Anjum N Cavallaro A
Proc. of Int. Crime Science Conference (ICSC).
Matching 3D faces with partial dataNair P Cavallaro A
Proc. of British Machine Vision Conference (BMVC) Leeds (UK) 1 Jan 1970.
EdgeFool: An Adversarial Image Enhancement FilterShahin Shmasabadi A Oh C Cavallaro A
International Conference on Acoustics, Speech, and Signal Processing.
Multi-camera track-before-detectTaj M Cavallaro A
Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009 30 Aug 2009 1 Jan 1970 - 2 Sep 2009., 1-6.
Mixup Augmentation for Generalizable Speech SeparationAlex A Wang L Gastaldo P Cavallaro A
IEEE 23rd International Workshop on Multimedia Signal Processing 6 Oct 2021 - 8 Oct 2021.
Grants
Grants of specific relevance to the Centre for Multimodal AIDevelopment of Multi-Modal Foundational Models and AI Accelerators for Zero-shot Intelligent Surveillance SystemChangjae Oh and Andrea Cavallaro
£384,699 Korea Institute for Advancement of Technology
01-08-2024 - 31-07-2027
Scalable Hybrid Architecture for Wireless Collaborative Federated Learning (SHAFT)Arumugam Nallanathan and Andrea Cavallaro
£445,428 Engineering and Physical Sciences Research Council
01-04-2023 - 04-09-2026
Smart Solutions Towards Cellular-connected Unmanned Aerial Vehicles System (Autonomy)Arumugam Nallanathan and Andrea Cavallaro
£409,171 Engineering and Physical Sciences Research Council
01-04-2022 - 30-09-2026
Graph Networks for Explainable Artificial IntelligenceAndrea Cavallaro and Emmanouil Benetos
£293,434 EPSRC Engineering and Physical Sciences Research Council
01-08-2021 - 31-12-2024
Image PrivacyAndrea Cavallaro
£10,734 EPSRC Engineering and Physical Sciences Research Council
18-04-2021 - 18-01-2022
Techniques for preserving privacy for video analytics, demographics & emotion recognition applicationsAndrea Cavallaro
£53,410 Intel
01-03-2021 - 31-08-2021
Augmented feedback to enhance motor and artistic learning during social distancingElisabetta 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
Collaborative object recognition, shared manipulation and learningAndrea Cavallaro and Kaspar Althoefer
£302,906 EPSRC Engineering and Physical Sciences Research Council
11-02-2019 - 31-12-2022
Postgraduate Studentship SupportAndrea Cavallaro
£221,130 FBK Fondazione Bruno Kessler
01-09-2014 - 30-05-2023
Erasmus Mundus - EMJD ICE - Prof A CavallaroAndrea Cavallaro
£838,281 EU European Commission - Other
01-12-2010 - 31-10-2018
Research Group
PhD Students
- Chenglin Cui
Vision-Language Models For Robot Learning and Manipulation - Luca Forneris
Closing The Loop in Automated Driving: Dataset Design, Scenario Synthesis, and Deployed Perception - Dmitrii Mukhutdinov
Speech Processing in The Presence of Strong Noise With Harmonic Components - Alessandro Pighetti
Adversarial Policies For Automated Driving - Elona Shatri
Advancing Optical Music Recognition: Integrating Enhanced Datasets, Specialised Architectures, and Knowledge-Driven Fusion - Yuekun Wu
Vision-Based Robot Learning For Human-to-Robot Handover - Chaoran Zhu
Vision
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