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
GLoFool: Global Enhancements and Local Perturbations to Craft Adversarial ImagesAgarla M Cavallaro A
In Lecture Notes in Computer Science, Springer Nature Switzerland 383-399.
01-01-2025
Image-Guided Topic Modeling for Interpretable Privacy ClassificationBaia AE Cavallaro A
In Lecture Notes in Computer Science, Springer Nature Switzerland 200-217.
01-01-2025
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleApicella T Xompero A Gastaldo P Cavallaro A
In Lecture Notes in Computer Science, Springer Nature Switzerland 286-304.
01-01-2025
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 (IEEE), 1-4.
01-01-2025
2024
Stereo Hand-Object Reconstruction for Human-to-Robot HandoverPang YL Xompero A Oh C Cavallaro A
10-12-2024
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 D’Avella S Xompero A et al.
IEEE Robotics &Amp; Automation Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 31 (4), 174-185.
01-12-2024
Test-time adaptation for 6D pose trackingTian L Oh C Cavallaro A
Pattern Recognition, Elsevier Bv vol. 152, 110390-110390.
01-08-2024
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) 17 Jun 2024 - 18 Jun 2024., 803-810.
17-06-2024
Open-vocabulary object 6D pose estimationCorsetti J Boscaini D Oh C Cavallaro A Poiesi F
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 16 Jun 2024 - 22 Jun 2024., 18071-18080.
16-06-2024
2023
Human-interpretable and deep features for image privacy classificationBaranouskaya D Cavallaro A
2023 IEEE International Conference on Image Processing (ICIP) 8 Oct 2023 - 11 Oct 2023., 3489-3492.
08-10-2023
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) 2 Oct 2023 - 6 Oct 2023., 1890-1899.
02-10-2023
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) 2 Oct 2023 - 6 Oct 2023., 3688-3697.
02-10-2023
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 Lecture Notes in Computer Science, Springer Nature Switzerland 253-269.
01-01-2023
Multi-View Video Synthesis Through Progressive Synthesis and RefinementLakhal M Lanz O Cavallaro A
18th International Conference on Computer Vision Theory and Applications 19 Feb 2023 - 21 Feb 2023., 230-238.
01-01-2023
2022
Content-based Graph Privacy AdvisorStoidis D Cavallaro A
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM) 5 Dec 2022 - 7 Dec 2022., 65-72.
01-12-2022
On The Limits of Perceptual Quality Measures for Enhanced Underwater ImagesLi CY Cavallaro A
2022 IEEE International Conference on Image Processing (ICIP) 16 Oct 2022 - 19 Oct 2022., 4148-4152.
16-10-2022
Cluster-Based 3D Keypoint Detection for Category-Agnostic 6D Pose TrackingTian L Cavallaro A Oh C
2022 IEEE International Conference on Image Processing (ICIP) 16 Oct 2022 - 19 Oct 2022., 3651-3655.
16-10-2022
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
Data augmentation with mixtures of max-entropy transformations for filling-level classificationModas A Cavallaro A Frossard P
2022 30th European Signal Processing Conference (EUSIPCO) 29 Aug 2022 - 2 Sep 2022., 1606-1610.
29-08-2022
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) 23 May 2022 - 27 May 2022., 9137-9141.
23-05-2022
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) 23 May 2022 - 27 May 2022., 3019-3023.
23-05-2022
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) 23 May 2022 - 27 May 2022.
23-05-2022
Audio-Visual Tracking of Concurrent SpeakersQian X Brutti A Lanz O Omologo M Cavallaro A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 24, 942-954.
01-01-2022
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
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
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) 28 Nov 2021 - 1 Dec 2021., 1-6.
28-11-2021
Benchmark for anonymous video analyticsSanchez-Matilla R Cavallaro A
Eurasip Journal on Image and Video Processing, Springer Science and Business Media Llc vol. 2021 (1)
07-10-2021
OHPL: One-shot Hand-eye Policy LearnerOh C Pang YL Cavallaro A
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 27 Sep 2021 - 1 Oct 2021., 3904-3910.
27-09-2021
On the Reversibility of Adversarial AttacksLi CY Sanchez-Matilla R Shamsabadi AS Mazzon R Cavallaro A
2021 IEEE International Conference on Image Processing (ICIP) 19 Sep 2021 - 22 Sep 2021., 3073-3077.
19-09-2021
DANAMalekzadeh M Clegg R Cavallaro A Haddadi H
Proceedings of The Acm on Interactive, Mobile, Wearable and Ubiquitous Technologies, Association For Computing Machinery (Acm) vol. 5 (3), 1-27.
09-09-2021
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
03-07-2021
Probabilistic Radio-Visual Active Sensing for Search and TrackingVarotto L Cenedese A Cavallaro A
2021 European Control Conference (ECC) 29 Jun 2021 - 2 Jul 2021., 417-422.
29-06-2021
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) 6 Jun 2021 - 11 Jun 2021., 6159-6163.
06-06-2021
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) 6 Jun 2021 - 11 Jun 2021., 4315-4319.
06-06-2021
Audio classification of the content of food containers and drinking\n glassesDonaher S Xompero A Cavallaro A
30-03-2021
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 44 (9), 5056-5069.
26-03-2021
Improving filling level classification with adversarial trainingModas A Xompero A Sanchez-Matilla R Frossard P Cavallaro A
08-02-2021
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 (IEEE) vol. 31 (2), 480-491.
01-02-2021
Novel-View Human Action SynthesisLakhal MI Boscaini D Poiesi F Lanz O Cavallaro A
In Lecture Notes in Computer Science, Springer International Publishing 423-441.
01-01-2021
Semantically Adversarial Learnable FiltersShahin Shamsabadi A Oh C Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 30, 8075-8087.
01-01-2021
2020
Deep Learning for Privacy in MultimediaCavallaro A Malekzadeh M Shamsabadi AS
MM '20: The 28th ACM International Conference on Multimedia., 4777-4778.
12-10-2020
Cast-Gan: Learning To Remove Colour Cast From Underwater ImagesLi CY Cavallaro A
2020 IEEE International Conference on Image Processing (ICIP) 25 Oct 2020 - 28 Oct 2020., 1083-1087.
01-10-2020
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
Exploiting Vulnerabilities of Deep Neural Networks for Privacy ProtectionSanchez-Matilla R Li CY Shamsabadi AS Mazzon R Cavallaro A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 22 (7), 1862-1873.
01-07-2020
Toward Robust Sensing for Autonomous Vehicles: An Adversarial PerspectiveModas A Sanchez-Matilla R Frossard P Cavallaro A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 37 (4), 14-23.
01-07-2020
Privacy as a Feature for Body-Worn Cameras [In the Spotlight]Cross MS Cavallaro A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 37 (4), 145-148.
01-07-2020
DarkneTZMo F Shamsabadi AS Katevas K Demetriou S Leontiadis I Cavallaro A Haddadi H
MobiSys '20: The 18th Annual International Conference on Mobile Systems, Applications, and Services., 161-174.
15-06-2020
ColorFool: Semantic Adversarial ColorizationShahin Shamsabadi A Sanchez-Matilla R Cavallaro A
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 13 Jun 2020 - 19 Jun 2020.
01-06-2020
Edgefool: an Adversarial Image Enhancement FilterShamsabadi AS Oh C Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 May 2020 - 8 May 2020., 1898-1902.
01-05-2020
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, Institute of Electrical and Electronics Engineers (IEEE) vol. 37 (3), 168-172.
01-05-2020
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 (IEEE) vol. 5 (2), 1642-1649.
01-04-2020
Privacy and utility preserving sensor-data transformationsMalekzadeh M Clegg RG Cavallaro A Haddadi H
Pervasive and Mobile Computing, Elsevier Bv vol. 63, 101132-101132.
01-03-2020
A Spatio-Temporal Multi-Scale Binary DescriptorXompero A Lanz O Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 29, 4362-4375.
01-01-2020
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 (IEEE), 1-1.
01-01-2020
Motion Prediction for First-Person Vision Multi-object TrackingSanchez-Matilla R Cavallaro A
In Lecture Notes in Computer Science, Springer International Publishing 485-499.
01-01-2020
2019
Multi-view shape estimation of transparent containersXompero A Sanchez-Matilla R Modas A Frossard P Cavallaro A
27-11-2019
PosterMo F Shahin Shamsabadi A Katevas K Cavallaro A Haddadi H
CCS '19: 2019 ACM SIGSAC Conference on Computer and Communications Security., 2653-2655.
06-11-2019
ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity EstimationRajan V Brutti A Cavallaro A
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (11), 1668-1672.
01-11-2019
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 (IEEE) vol. 21 (10), 2576-2588.
01-10-2019
Omni-Scale Feature Learning for Person Re-IdentificationZhou K Yang Y Cavallaro A Xiang T
2019 IEEE/CVF International Conference on Computer Vision (ICCV) 27 Oct 2019 - 2 Nov 2019., 3701-3711.
01-10-2019
View-LSTM: Novel-View Video Synthesis Through View DecompositionLakhal M Lanz O Cavallaro A
2019 IEEE/CVF International Conference on Computer Vision (ICCV) 27 Oct 2019 - 2 Nov 2019., 7576-7586.
01-10-2019
Learnable Masks for Pose-Guided View SynthesisLakhal MI Lanz O Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP) 22 Sep 2019 - 25 Sep 2019., 1775-1779.
01-09-2019
A Predictor of Moving Objects for First-Person VisionSanchez-Matilla R Cavallaro A
2019 IEEE International Conference on Image Processing (ICIP) 22 Sep 2019 - 25 Sep 2019., 2189-2193.
01-09-2019
Learning Action Representations for Self-supervised Visual ExplorationOh C Cavallaro A
2019 International Conference on Robotics and Automation (ICRA) 20 May 2019 - 24 May 2019., 5873-5879.
01-05-2019
Scene Privacy ProtectionLi CY Shahin Shamsabadi A Sanchez-Matilla R Mazzon R Cavallaro A
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 12 May 2019 - 17 May 2019., 2502-2506.
01-05-2019
Accurate Target Annotation in 3D from Multimodal StreamsLanz O Brutti A Xompero A Qian X Omologo M Cavallaro A
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 12 May 2019 - 17 May 2019., 3931-3935.
01-05-2019
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) 20 May 2019 - 24 May 2019., 1-6.
01-05-2019
Live multicast video streaming from drones: an experimental studyMuzaffar R Yanmaz E Raffelsberger C Bettstetter C Cavallaro A
Autonomous Robots, Springer Science and Business Media Llc vol. 44 (1), 75-91.
27-04-2019
Mobile sensor data anonymizationMalekzadeh M Clegg RG Cavallaro A Haddadi H
IoTDI '19: International Conference on Internet-of-Things Design and Implementation., 49-58.
15-04-2019
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.
01-03-2019
Pose Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting LossLakhal MI Lanz O Cavallaro A
01-01-2019
Residual Stacked RNNs for Action RecognitionLakhal MI Clapés A Escalera S Lanz O Cavallaro A
01-01-2019
A Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian MixturesSarwar O Rinner B Cavallaro A
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 7, 142623-142639.
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
01-01-2019
Description and Recognition of Activity Patterns Using Sparse Vector FieldsPortêlo A Cavallaro A Barata C Marques JS
In Lecture Notes in Computer Science, Springer International Publishing 239-248.
01-01-2019
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
19-12-2018
MORB: A Multi-Scale Binary DescriptorXompero A Lanz O Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP) 7 Oct 2018 - 10 Oct 2018., 2167-2171.
01-10-2018
Confidence Intervals for Tracking Performance ScoresSanchez-Matilla R Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP) 7 Oct 2018 - 10 Oct 2018., 246-250.
01-10-2018
Distributed One-Class LearningShahin Shamsabadi A Haddadi H Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP) 7 Oct 2018 - 10 Oct 2018., 4123-4127.
01-10-2018
Background Light Estimation for Depth-Dependent Underwater Image RestorationLi CY Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP) 7 Oct 2018 - 10 Oct 2018., 1528-1532.
01-10-2018
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) 7 Oct 2018 - 10 Oct 2018., 833-837.
01-10-2018
A distributed vision-based consensus model for aerial-robotic teamsPoiesi F Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 1 Oct 2018 - 5 Oct 2018., 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) 1 Oct 2018 - 5 Oct 2018., 6728-6733.
01-10-2018
Real-Time Quality Assessment of Videos from Body-Worn CamerasChang Y-Y Mazzon R Cavallaro A
2018 26th European Signal Processing Conference (EUSIPCO) 3 Sep 2018 - 7 Sep 2018., 2160-2164.
01-09-2018
Multi-Camera Matching of Spatio-Temporal Binary FeaturesXompero A Lanz O Cavallaro A
2018 21st International Conference on Information Fusion (FUSION 2018) 10 Jul 2018 - 13 Jul 2018., 1519-1526.
01-07-2018
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 2018) 10 Jul 2018 - 13 Jul 2018., 2606-2613.
01-07-2018
Visual features for ego-centric activity recognitionTadesse GA Cavallaro A
MobiSys '18: The 16th Annual International Conference on Mobile Systems, Applications, and Services., 48-53.
10-06-2018
Protecting Sensory Data against Sensitive InferencesMalekzadeh M Clegg RG Cavallaro A Haddadi H
EuroSys '18: Thirteenth EuroSys Conference 2018., 1-6.
23-04-2018
Acoustic Sensing From a Multi-Rotor DroneWANG L CAVALLARO A
IEEE Sensors Journal, Institute of Electrical and Electronics Engineers
11-04-2018
Concurrent Target Following with Active Directional SensorsWang Y Cavallaro A
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 15 Apr 2018 - 20 Apr 2018., 6603-6607.
01-04-2018
3D Mouth Tracking from a Compact Microphone Array Co-Located with a cameraQian X Xompero A Cavallaro A Brutti A Lanz O Omologo M
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 15 Apr 2018 - 20 Apr 2018., 3071-3075.
01-04-2018
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
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 15 Apr 2018 - 20 Apr 2018., 6598-6602.
01-04-2018
The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World PrimatesMatthews T Osorio D Cavallaro A Chittka L
Frontiers in Computational Neuroscience, Frontiers Media Sa vol. 12
27-03-2018
Underwater image and video dehazing with pure haze region segmentationEmberton S Chittka L Cavallaro A
Computer Vision and Image Understanding, Elsevier Bv vol. 168, 145-156.
01-03-2018
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
Cooperative Robots to Observe Moving Targets: ReviewKhan A Rinner B Cavallaro A
IEEE Transactions on Cybernetics, Institute of Electrical and Electronics Engineers (IEEE) vol. 48 (1), 187-198.
01-01-2018
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.
01-01-2018
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
Hierarchical modeling for first-person vision activity recognitionAbebe G Cavallaro A
Neurocomputing, Elsevier Bv vol. 267, 362-377.
01-12-2017
Energy Consumption Models for Smart Camera NetworksSanMiguel JC Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 27 (12), 2661-2674.
01-12-2017
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.
01-11-2017
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
MM '17: ACM Multimedia Conference., 457-459.
19-10-2017
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, Institute of Electrical and Electronics Engineers (IEEE) vol. 66 (10), 8784-8794.
01-10-2017
A Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity RecognitionAbebe G Cavallaro A
2017 IEEE International Conference on Computer Vision Workshop (ICCVW) 22 Oct 2017 - 29 Oct 2017., 1339-1346.
01-10-2017
Inertial-Vision: Cross-Domain Knowledge Transfer for Wearable SensorsAbebe G Cavallaro A
2017 IEEE International Conference on Computer Vision Workshop (ICCVW) 22 Oct 2017 - 29 Oct 2017., 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 Workshop (ICCVW) 22 Oct 2017 - 29 Oct 2017., 438-445.
01-10-2017
Efficient estimation of target detection qualitySanMiguel JC Cavallaro A
2017 IEEE International Conference on Image Processing (ICIP) 17 Sep 2017 - 20 Sep 2017., 915-919.
01-09-2017
Active visual tracking in multi-agent scenariosWang Y Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 29 Aug 2017 - 1 Sep 2017., 1-6.
01-08-2017
A batch asynchronous tracker for wireless smart-camera networksKatragadda S Cavallaro A
2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 29 Aug 2017 - 1 Sep 2017., 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) 29 Aug 2017 - 1 Sep 2017., 1-6.
01-08-2017
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.
01-07-2017
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
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
Robust Registration of Dynamic Facial SequencesSariyanidi E Gunes H Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (4), 1708-1722.
01-04-2017
Learning Bases of Activity for Facial Expression RecognitionSariyanidi E Gunes H Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (4), 1965-1978.
01-04-2017
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.
01-03-2017
Biologically Inspired Motion Encoding for Robust Global Motion EstimationSariyanidi E Gunes H Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (3), 1521-1535.
01-03-2017
Average consensus-based asynchronous trackingKatragadda S Regazzoni CS Cavallaro A
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 5 Mar 2017 - 9 Mar 2017., 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) 5 Mar 2017 - 9 Mar 2017., 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
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
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
On-line cross-modal adaptation for audio-visual person identification with wearable camerasCAVALLARO A
IEEE Transactions on Human-Machine Systems
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 Bv 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
MM '16: ACM Multimedia Conference., 506-510.
01-10-2016
Robust multi-dimensional motion features for first-person vision activity recognitionAbebe G Cavallaro A Parra X
Computer Vision and Image Understanding, Elsevier Bv vol. 149, 229-248.
01-08-2016
Prioritized target tracking with active collaborative camerasWang Y Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 23 Aug 2016 - 26 Aug 2016., 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) 23 Aug 2016 - 26 Aug 2016., 159-165.
01-08-2016
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) 16 May 2016 - 21 May 2016., 1194-1201.
01-05-2016
Online Multi-target Tracking with Strong and Weak DetectionsSanchez-Matilla R Poiesi F Cavallaro A
01-01-2016
Detection of fast incoming objects with a moving cameraPoiesi F Cavallaro A
British Machine Vision Conference 2016., 146.1-146.11.
01-01-2016
Online Cross-Modal Adaptation for Audio–Visual Person Identification With Wearable CamerasBrutti A Cavallaro A
IEEE Transactions on Human-Machine Systems, Institute of Electrical and Electronics Engineers (IEEE), 1-12.
01-01-2016
Detecting tracking errors via forecastingKhalid O Cavallaro A Rinner B
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 Ag vol. 8 (1), 1-1.
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
MM '15: ACM Multimedia Conference., 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
Interacción '15: XVI International Conference on Human Computer Interaction., 1-6.
07-09-2015
Distributed vision-based flying cameras to film a moving targetPoiesi F Cavallaro A
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 28 Sep 2015 - 2 Oct 2015., 2453-2459.
01-09-2015
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) 28 Sep 2015 - 2 Oct 2015., 4642-4649.
01-09-2015
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) 25 Aug 2015 - 28 Aug 2015., 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 Regazzoni CS
2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 25 Aug 2015 - 28 Aug 2015., 1-6.
01-08-2015
ViComp: composition of user-generated videosBano S Cavallaro A
Multimedia Tools and Applications, Springer Science and Business Media Llc 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) 29 Jun 2015 - 3 Jul 2015., 1-6.
01-06-2015
Discovery and organization of multi-camera user-generated videos of the same eventBano S Cavallaro A
Information Sciences, Elsevier Bv vol. 302, 108-121.
01-05-2015
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.
01-05-2015
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.
01-05-2015
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.
01-04-2015
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) 7 Apr 2015 - 9 Apr 2015., 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) 7 Apr 2015 - 9 Apr 2015., 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) 7 Apr 2015 - 9 Apr 2015., 1-6.
01-04-2015
Correlation-based self-correcting trackingBiresaw TA Cavallaro A Regazzoni CS
Neurocomputing, Elsevier Bv vol. 152, 345-358.
01-03-2015
Temporal validation of Particle Filters for video trackingSanMiguel JC Cavallaro A
Computer Vision and Image Understanding, Elsevier Bv vol. 131, 42-55.
01-02-2015
Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition.Sariyanidi E Gunes H Cavallaro A
IEEE Trans. Pattern Anal. Mach. Intell. vol. 37, 1113-1133.
01-01-2015
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
International Conference on Information Visualization Theory and Applications 11 Mar 2015 - 14 Mar 2015., 157-162.
01-01-2015
Exploiting the Parallel Execution of Homology Workflow Alternatives in HPC Compute CloudsOcaña KACS de Oliveira D Silva V Benza S Mattoso M
01-01-2015
Hierarchical rank-based veiling light estimation for underwater dehazingEmberton S Chittka L Cavallaro A
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
ICDSC '14: International Conference on Distributed Smart Cameras., 1-6.
04-11-2014
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.
01-11-2014
Assessing tracking assessment measuresNawaz T Poiesi F Cavallaro A
2014 IEEE International Conference on Image Processing (ICIP) 27 Oct 2014 - 30 Oct 2014., 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) 27 Oct 2014 - 30 Oct 2014., 1016-1020.
01-10-2014
Cost-Effective Features for Reidentification in Camera NetworksTahir SF Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 24 (8), 1362-1374.
01-08-2014
Predicting and recognizing human interactions in public spacesPoiesi F Cavallaro A
Journal of Real-Time Image Processing, Springer Science and Business Media Llc vol. 10 (4), 785-803.
15-05-2014
Self-Reconfigurable Smart Camera NetworksSanMiguel JC Micheloni C Shoop K Foresti GL Cavallaro A
Computer, Institute of Electrical and Electronics Engineers (IEEE) vol. 47 (5), 67-73.
01-05-2014
Low-cost multi-camera object matchingTahir SF Cavallaro A
ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 May 2014 - 9 May 2014., 6869-6873.
01-05-2014
Parallel particle-PHD filterDel Coco M Cavallaro A
ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 May 2014 - 9 May 2014., 6578-6582.
01-05-2014
Camera Localization UsingTrajectories and MapsMohedano R Cavallaro A Garcia N
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 36 (4), 684-697.
01-04-2014
Audio-visual events for multi-camera synchronizationLlagostera Casanovas A Cavallaro A
Multimedia Tools and Applications, Springer Science and Business Media Llc vol. 74 (4), 1317-1340.
23-03-2014
Resource Allocation for Personalized Video SummarizationChen F De Vleeschouwer C Cavallaro A
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 16 (2), 455-469.
01-02-2014
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, Institute of Electrical and Electronics Engineers (IEEE) vol. 23 (1), 376-388.
01-01-2014
Probabilistic Subpixel Temporal Registration for Facial Expression Analysis.Sariyanidi E Gunes H Cavallaro A
ACCV (4). vol. 9006, 320-335.
01-01-2014
Consensus protocols for distributed tracking in wireless camera networksKatragadda S SanMiguel JC Cavallaro A
2014 17TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION).
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 International Publishing 3-17.
01-01-2014
Multi-Target Tracking in VideoPoiesi F Cavallaro A
In Academic Press Library in Signal 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
Distributed measurement selection for energy-efficient radio trackingTargon V Cavallaro A
Proceedings of the 16th International Conference on Information Fusion Fusion 2013., 714-721.
26-12-2013
Video-Based Human Behavior Understanding: A SurveyBorges PVK Conci N Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 23 (11), 1993-2008.
01-11-2013
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, Institute of Electrical and Electronics Engineers (IEEE) vol. 8 (10), 1559-1561.
01-10-2013
Multi-target tracking on confidence maps: An application to people trackingPoiesi F Mazzon R Cavallaro A
Computer Vision and Image Understanding, Elsevier Bv vol. 117 (10), 1257-1272.
01-10-2013
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 (AVSS) 27 Aug 2013 - 30 Aug 2013., 202-207.
01-08-2013
Action-Based Multi-Camera SynchronizationZini L Cavallaro A Odone F
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. 3 (2), 165-174.
01-06-2013
Detecting group interactions by online association of trajectory dataChen F Cavallaro A
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 26 May 2013 - 31 May 2013., 1754-1758.
01-05-2013
A Protocol for Evaluating Video Trackers Under Real-World ConditionsNawaz T Cavallaro A
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 22 (4), 1354-1361.
01-04-2013
Multi-camera tracking using a Multi-Goal Social Force ModelMazzon R Cavallaro A
Neurocomputing, Elsevier Bv vol. 100, 41-50.
01-01-2013
Local Zernike Moment Representation for Facial Affect Recognition.Sariyanidi E Gunes H Gökmen M Cavallaro A
BMVC.
01-01-2013
Simultaneous Detection and Tracking with Multiple CamerasTaj M Cavallaro A
In Studies in Computational Intelligence, Springer Berlin Heidelberg 197-214.
01-01-2013
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.
01-01-2013
Lecture Notes in Electrical Engineering: PrefaceAdami N Cavallaro A Leonardi R Migliorati P
01-01-2013
2012
Error Propagation in Multi-Camera TrackingKayumbi G Mazzeo PL Cavallaro A
2012 Eighth International Conference on Signal-Image Technology & Internet-Based Systems (SITIS 2012) 25 Nov 2012 - 29 Nov 2012., 343-350.
01-11-2012
Adaptive Appearance Modeling for Video Tracking: Survey and EvaluationSalti S Cavallaro A Di Stefano L
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 21 (10), 4334-4348.
01-10-2012
Person re-identification in crowdMazzon R Tahir SF Cavallaro A
Pattern Recognition Letters, Elsevier Bv vol. 33 (14), 1828-1837.
01-10-2012
Interaction recognition in wide areas using audiovisual sensorsTaj M Cavallaro A
2012 19th IEEE International Conference on Image Processing (ICIP 2012) 30 Sep 2012 - 3 Oct 2012., 1113-1116.
01-09-2012
People-background segmentation with unequal error costGarcia-Martin A Cavallaro A Martinez JM
2012 19th IEEE International Conference on Image Processing (ICIP 2012) 30 Sep 2012 - 3 Oct 2012., 157-160.
01-09-2012
Standalone evaluation of deterministic video trackingSanMiguel JC Cavallaro A Martinez JM
2012 19th IEEE International Conference on Image Processing (ICIP 2012) 30 Sep 2012 - 3 Oct 2012., 1353-1356.
01-09-2012
Automated Localization of a Camera NetworkAnjum N Cavallaro A
IEEE Intelligent Systems, Institute of Electrical and Electronics Engineers (IEEE) vol. 27 (5), 10-18.
01-09-2012
Adaptive Online Performance Evaluation of Video TrackersSanMiguel JC Cavallaro A Martinez JM
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers (IEEE) vol. 21 (5), 2812-2823.
01-05-2012
Automated Localization of a Camera NetworkAnjum N Cavallaro A
IEEE Intelligent Systems vol. 27 (5), 10-18.
01-01-2012
2011
Image Coding Using Depth Blurring for Aesthetically Acceptable DistortionPopkin T Cavallaro A Hands D
IEEE T Image Process vol. 20 (11), 3039-3050.
01-11-2011
Multi-camera Scheduling for Video ProductionDaniyal F Cavallaro A
2011 Conference for Visual Media Production (CVMP) 16 Nov 2011 - 17 Nov 2011., 11-20.
01-11-2011
Special Issue on Video Analysis on Resource-Limited SystemsChellappa R Cavallaro A Wu Y Shan C Fu Y Pulli K
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 21 (10), 1349-1352.
01-10-2011
PFT: A protocol for evaluating video trackersNawaz T Cavallaro A
2011 18th IEEE International Conference on Image Processing (ICIP 2011) 11 Sep 2011 - 14 Sep 2011., 2325-2328.
01-09-2011
Efficient depth blurring with occlusion handlingPopkin T Cavallaro A Hands D
2011 18th IEEE International Conference on Image Processing (ICIP 2011) 11 Sep 2011 - 14 Sep 2011., 2585-2588.
01-09-2011
Camera network localization using trajectory estimationAnjum N Mirza MJ Cavallaro A
2011 7th International Conference on Emerging Technologies (ICET) 5 Sep 2011 - 6 Sep 2011., 1-6.
01-09-2011
Distributed and Decentralized Multicamera TrackingTaj M Cavallaro A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 28 (3), 46-58.
01-05-2011
Abnormal motion detection in crowded scenes using local spatio-temporal analysisDaniyal F Cavallaro A
ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 22 May 2011 - 27 May 2011., 1944-1947.
01-05-2011
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
Detector-less ball localization using context and motion flow analysisPoiesi F Daniyal F Cavallaro A
2010 17th IEEE International Conference on Image Processing (ICIP 2010) 26 Sep 2010 - 29 Sep 2010., 3913-3916.
01-09-2010
Evaluation of on-line quality estimators for object trackingSanMiguel JC Cavallaro A Martinez JM
2010 17th IEEE International Conference on Image Processing (ICIP 2010) 26 Sep 2010 - 29 Sep 2010., 825-828.
01-09-2010
Video Analytics for Surveillance: Theory and Practice [From the Guest EditorsRegazzoni C 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 (AVSS) 29 Aug 2010 - 1 Sep 2010., 519-525.
01-08-2010
Special issue on multi-camera and multi-modal sensor fusionCavallaro A Aghajan H
Computer Vision and Image Understanding, Elsevier Bv vol. 114 (6), 609-610.
01-06-2010
Event monitoring via local motion abnormality detection in non-linear subspaceTziakos I Cavallaro A Xu L-Q
Neurocomputing, Elsevier Bv vol. 73 (10-12), 1881-1891.
01-06-2010
Accurate and Efficient Method for Smoothly Space-Variant Gaussian BlurringPopkin T Cavallaro A Hands D
IEEE T Image Process vol. 19 (5), 1362-1370.
01-05-2010
Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and ProductionDe Vleeschouwer C Cavallaro A Frossard P Tu P Xu L-Q
Eurasip Journal on Image and Video Processing, Springer Science and Business Media Llc vol. 2010, 1-2.
01-01-2010
Content and task-based view selection from multiple video streamsDaniyal F Taj M Cavallaro A
Multimedia Tools and Applications vol. 46 (2-3), 235-258.
01-01-2010
Recognizing Interactions in VideoTaj M Cavallaro A
In Studies in Computational Intelligence, Springer Berlin Heidelberg 29-57.
01-01-2010
Trajectory Clustering for Scene Context Learning and Outlier DetectionAnjum N Cavallaro A
In Studies in Computational Intelligence, Springer Berlin Heidelberg 33-51.
01-01-2010
Multi-view Multi-object Detection and TrackingTaj M Cavallaro A
In Studies in Computational Intelligence, Springer Berlin Heidelberg 263-280.
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
Content and task-based view selection from multiple video streamsDaniyal F Taj M Cavallaro A
Multimedia Tools and Applications, Springer Science and Business Media Llc vol. 46 (2-3), 235-258.
24-09-2009
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
IEEE T Image Process 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 Transactions on Multimedia, Institute of Electrical and Electronics Engineers (IEEE) vol. 11 (4), 611-623.
01-06-2009
3-D face detection, landmark localization, and registration using a point distribution modelNair P Cavallaro A
IEEE Transactions on Multimedia vol. 11 (4), 611-623.
01-06-2009
Multi-camera networks: Principles and applicationsAghajan H Cavallaro A
11-05-2009
Grouping motion trajectoriesPachoud S Maggio E Cavallaro A
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing 19 Apr 2009 - 24 Apr 2009., 1477-1480.
01-04-2009
Distance blurring for space-variant image codingPopkin T Cavallaro A Hands D
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing 19 Apr 2009 - 24 Apr 2009., 665-668.
01-04-2009
Audio-assisted trajectory estimation in non-overlapping multi-camera networksTaj M Cavallaro A
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing 19 Apr 2009 - 24 Apr 2009., 3517-3520.
01-04-2009
Multi-foveation filteringPopkin T Cavallaro A Hands D
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing 19 Apr 2009 - 24 Apr 2009., 669-672.
01-04-2009
Accurate appearance-based Bayesian tracking for maneuvering targetsMaggio E Cavallaro A
Comput Vis Image Und vol. 113 (4), 544-555.
01-04-2009
Trajectory association and fusion across partially overlapping camerasAnjum N Cavallaro A
AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE., 201-206.
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
Localization of Distributed Wireless CamerasAnjum N Cavallaro A
2009 THIRD ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 123-128.
01-01-2009
Compact signatures for 3D face recognition under varying expressionsDaniyal F Nair P Cavallaro A
AVSS: 2009 6TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE., 302-307.
01-01-2009
Change Detection for Object SegmentationCavallaro A
In Smart Cameras, Springer Us 181-198.
01-01-2009
Multi-camera calibration and global trajectory fusionAnjum N Cavallaro A
In Intelligent Video Surveillance Systems and Technology 305-332.
01-01-2009
Multi-camera track-before-detectTaj M Cavallaro A
2009 THIRD ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 1-6.
01-01-2009
Video event segmentation and visualisation in non-linear subspaceTziakos I Cavallaro A Xu L-Q
Pattern Recognition Letters vol. 30 (2), 123-131.
01-01-2009
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 Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) 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
Content-aware ranking of video segmentsDaniyal F Taj M Cavallaro A
2008 Second ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) 7 Sep 2008 - 11 Sep 2008., 1-9.
01-09-2008
Global trajectory reconstruction from distributed visual sensorsKayumbi G Anjum N Cavallaro A
2008 Second ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) 7 Sep 2008 - 11 Sep 2008., 1-8.
01-09-2008
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 (AVSS) 1 Sep 2008 - 3 Sep 2008., 164-171.
01-09-2008
Efficient Multitarget Visual Tracking Using Random Finite SetsMaggio E Taj M Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 18 (8), 1016-1027.
01-08-2008
Efficient multitarget visual tracking using random finite setsMaggio E Taj M Cavallaro A
IEEE Transactions on Circuits and Systems For Video Technology vol. 18 (8), 1016-1027.
01-08-2008
Target Detection and Tracking With Heterogeneous SensorsHuiyu Zhou Taj M Cavallaro A
IEEE Journal of Selected Topics in Signal Processing, Institute of Electrical and Electronics Engineers (IEEE) 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
Distributed visual sensing for virtual top-view trajectory generation in football videosKayumbi G Mazzeo PL Spagnolo P Taj M Cavallaro A
CIVR08: CIVR'08 - International Conference on Content-based Image and Video Retrieval., 535-542.
07-07-2008
SHREC’08 entry: Registration and retrieval of 3D faces using a Point Distribution ModelNair P Cavallaro A
2008 IEEE International Conference on Shape Modeling and Applications (SMI) 4 Jun 2008 - 6 Jun 2008., 257-258.
01-06-2008
Universal Multimedia AccessCavallaro A
In Multimedia Technologies, Igi Global 1592-1599.
01-01-2008
Perceptual SemanticsCavallaro A Winkler S
In Multimedia Technologies, Igi Global 1441-1455.
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
Matching 3D Faces with Partial DataNair PM Cavallaro A
British Machine Vision Conference 2008., 102.1-102.10.
01-01-2008
Detection and Tracking of Humans and FacesKarlsson S Taj M Cavallaro A
Eurasip J Image Vide
01-01-2008
Multiview Trajectory Mapping Using Homography with Lens Distortion CorrectionKayumbi G Cavallaro A
Eurasip J Image Vide
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 Journal on Image and Video Processing
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 multi-feature tracking in a particle filtering frameworkMAGGIO E SMERALDI F CAVALLARO A
IEEE Transactions on Circuits and Systems For Video Technology vol. 17 Issue 10, 1348-1359.
01-10-2007
Single camera calibration for trajectory-based behavior analysisAnjum N Cavallaro A
2007 IEEE Conference on Advanced Video and Signal Based Surveillance 5 Sep 2007 - 7 Sep 2007., 147-152.
01-09-2007
Audiovisual Tracking Using STAC SensorsZhou H Taj M Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras 25 Sep 2007 - 28 Sep 2007., 170-177.
01-09-2007
Robust Homography-Based Trajectory Transformation for Multi-Camera Scene AnalysisKayumbi G Cavallaro A
2007 First ACM/IEEE International Conference on Distributed Smart Cameras 25 Sep 2007 - 28 Sep 2007., 59-66.
01-09-2007
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 Science and Business Media Llc 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
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 15 Apr 2007 - 20 Apr 2007.
01-04-2007
Relative Position Estimation of Non-Overlapping CamerasAnjum N Taj M Cavallaro A
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing 15 Apr 2007 - 20 Apr 2007.
01-04-2007
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 15 Apr 2007 - 20 Apr 2007.
01-04-2007
Privacy in Video Surveillance [In the Spotlight]Cavallaro A
IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers (IEEE) vol. 24 (2), 168-166.
01-03-2007
Landmark detection in 2.5D facial scansNair P Cavallaro A
Proc. of BMVA symposium on Vision-based Biometrics.
01-02-2007
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
Audiovisual tracking using STAC sensorsZhou H Taj M Cavallaro A
2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 162-169.
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
Hands-On Experience in Image Processing: The Automated Lecture CameramanCavallaro A Chandrasekera R Taj M
2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 15 Apr 2007 - 20 Apr 2007.
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 16 Sep 2007 - 19 Oct 2007.
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 16 Sep 2007 - 19 Oct 2007.
01-01-2007
Unsupervised Fuzzy Clustering for Trajectory AnalysisAnjum N Cavallaro A
2007 IEEE International Conference on Image Processing 16 Sep 2007 - 19 Oct 2007.
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 16 Sep 2007 - 19 Oct 2007.
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
In Digital Multimedia Perception and Design, Igi Global 1-20.
01-01-2006
Digital Multimedia Perception and DesignCavallaro A Winkler S
01-01-2006
2005
Hybrid particle filter and mean shift tracker with adaptive transition modelMaggio E Cavallaro A
Icassp IEEE International Conference on Acoustics Speech and Signal Processing Proceedings vol. II, II221-II224.
01-12-2005
Semantic video analysis for adaptive content delivery and automatic descriptionCavallaro A Steiger O Ebrahimi T
IEEE Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (IEEE) vol. 15 (10), 1200-1209.
01-10-2005
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
Tracking video objects in cluttered backgroundCavallaro A Steiger O Ebrahimi T
IEEE Transactions on Circuits and Systems For Video Technology vol. 15, 575–584-575–584.
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
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
01-01-2005
Shadow-aware object-based video processingCavallaro A Salvador E Ebrahimi T
IEE Proceedings - Vision, Image, and Signal Processing. vol. 152 (4), 398-398.
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
Facial scan change detectionNair P Lifong Zou Cavallaro A
2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT 2005)., 77-82.
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 color featuresSalvador E Cavallaro A Ebrahimi T
Computer Vision and Image Understanding 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
Eurasip Journal on Advances in Signal Processing, Springer Science and Business Media Llc vol. 2004 (6)
15-06-2004
Interaction between high-level and low-level image analysis for semantic video object extractionCavallaro A Ebrahimi T
Eurasip Journal on Applied Signal Processing vol. 2004 (6), 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
2003
<title>Object-based video: extraction tools, evaluation metrics, and applications</title>Cavallaro A Ebrahimi T
Visual Communications and Image Processing 2003. vol. 5150, 1-8.
16-06-2003
Spatio-temporal shadow segmentation and trackingSalvador E Cavallaro A Ebrahimi T
Electronic Imaging 2003. vol. 5022, 389-389.
07-05-2003
CLASSIFICATION OF CHANGE DETECTION ALGORITHMS FOR OBJECT-BASED APPLICATIONSCAVALLARO A EBRAHIMI T
Proceedings of the 4th European Workshop on Image Analysis for Multimedia Interactive Services., 129-136.
01-03-2003
Semantic segmentation and description for video transcodingCavallaro A Steiger O Ebrahimi T
2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) 9 Jul 2003., III-597.
01-01-2003
2002
Multiple video object tracking in complex scenesCavallaro A Steiger O Ebrahimi T
MM02: ACM Multimedia 2002., 523-532.
01-12-2002
AUTOMATIC FACE SEGMENTATION IN VIDEO SEQUENCESKHAN N KHAN MI AZIZUDDIN A FARRUKH A
334-339.
01-10-2002
MPEG-7 description of generic video objects for scene reconstructionSteiger O Cavallaro A Ebrahimi T
Electronic Imaging 2002. vol. 4671, 947-947.
07-01-2002
From visual information to knowledge: semantic video object segmentation, tracking and descriptionCavallaro A
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, Elsevier Bv 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
Non Linear Model-based Image/Video Processing and AnalysisCastagno R Cavallaro A Ziliani F Ebrahimi T
01-01-2001
2000
<title>Video object extraction based on adaptive background and statistical change detection</title>Cavallaro A Ebrahimi T
Photonics West 2001 - Electronic Imaging. vol. 4310, 465-475.
29-12-2000
Video-based multi-agent traffic surveillance systemAbreu B Botelho L Cavallaro A Douxchamps D Ebrahimi T Figueiredo P Macq B Mory B et al.
IEEE Intelligent Vehicles Symposium Proceedings., 457-462.
01-12-2000
Vehicle extraction based on focus of attention, multi feature segmentation and trackingCavallaro A Ziliani F Castagno R Ebrahimi T
European Signal Processing Conference. vol. 2015-March (March)
31-03-2000
Image Analysis for Advanced Video SurveillanceCavallaro A Ziliani F
In Multimedia Video-Based Surveillance Systems, Kluwer Academic Publishers, Boston 57–67-57–67.
01-01-2000
1999
High Level Description of Video Surveillance SequencesPiscaglia P Cavallaro A Bonnet M Douxchamps D
01-01-1999
1998
A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree DecompositionCAVALLARO A Marsi S Sicuranza G
In Signal Analysis and Prediction, Birkhausen, Boston 339-350.
01-01-1998
Signal Analysis and PredictionCavallaro A Marsi S Sicuranza GL
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
Perceptual prefiltering for video codingCavallaro A Steiger O Ebrahimi T
2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, 2004.., 510-513.
Accurate video object segmentation through change detectionCavallaro A Ebrahimi T
IEEE International Conference on Multimedia and Expo (ICME)., 445-448.
Image analysis for video surveillance based on spatial regularization of a statistical model-based change detectionZiliani F Cavallaro A
ICIAP '99 - 10th International Conference on Image Analysis and Processing., 1108-1111.
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.
Video augmentation for improving audio speech recognition under noisePachoud S Gong S Cavallaro A
British Machine Vision Conference (BMVC) Leeds (UK) 1 Jan 1970.
Color image scalable coding with matching pursuitFigueras i Ventura RM Vandergheynst P Frossard P Cavallaro A
2004 IEEE International Conference on Acoustics, Speech, and Signal Processing. vol. 3
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.
Objective Evaluation of Pedestrian and Vehicle Tracking on the CLEAR Surveillance DatasetTaj M Maggio E Cavallaro A
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.
Change detection based on color edgesCavallaro A Ebrahimi T
ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems. vol. 2, 141-144.
Multi-camera calibration and event recognition with outlier behaviour detectionTaj M Anjum N Cavallaro A
Proc. of Int. Crime Science Conference (ICSC).
Surveillance video for mobile devicesSteiger O Ebrahimi T Cavallaro A
IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.., 620-625.
Shadow identification and classification using invariant color modelsSalvador E Cavallaro A Ebrahimi T
2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. vol. 3, 1545-1548.
Performance evaluation of event detection solutions: the creds experienceZiliani F Velastin S Porikli F Marcenaro L Kelliher T Cavallaro A Bruneaut P
IEEE Conference on Advanced Video and Signal Based Surveillance, 2005.., 201-206.
Multi-feature Graph-Based Object TrackingTaj M Maggio E Cavallaro A
Segmentation-driven perceptual quality metricsCavallaro A Winkler S
2004 International Conference on Image Processing, 2004. ICIP '04.. vol. 5, 3543-3546.
Objective evaluation of segmentation quality using spatio-temporal contextCavallaro A Gelasca ED Ebrahimi T
IEEE International Geoscience and Remote Sensing Symposium. IGARSS 2002. vol. 1
Evaluating Perceptually Prefiltered VideoSteiger O Ebrahimi T Cavallaro A
2005 IEEE International Conference on Multimedia and Expo., 1290-1293.
Image Analysis and Computer Vision for UndergraduatesCavallaro A
(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.. vol. 5, 577-580.
Hybrid Particle Filter and Mean Shift tracker with adaptive transition modelMaggio E Cavallaro A
(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.. vol. 2, 221-224.
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 EPSRC Engineering and Physical Sciences Research Council
01-04-2023 - 31-03-2026
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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