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 AI2024
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, Cavallaro A, Roa MA, Avendano J and Mavrommati A
Ieee Robotics & Automation Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 31 (4), 174-185.
01-12-2024
Sparse multi-view hand-object reconstruction for unseen environmentsPang YL, Oh C and Cavallaro A
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). vol. 00, 803-810.
18-06-2024
Test-time adaptation for 6D pose trackingTian L, Oh C and Cavallaro A
Pattern Recognition, Elsevier Bv, 110390-110390.
01-02-2024
2023
Human-interpretable and deep features for image privacy classificationBaranouskaya D and 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 and 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 and 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 and Cavallaro A
Speech Communication, Elsevier vol. 152
01-07-2023
An embedded multichannel sound acquisition system for drone auditionClayton M, Wang L, Mcpherson A and 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 and Wang L
Ieee Access, Institute of Electrical and Electronics Engineers, 1-1.
06-03-2023
Cross-Camera View-Overlap RecognitionXompero A and 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 and Cavallaro A
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., 230-238.
01-01-2023
2022
Data augmentation with mixtures of max-entropy transformations for filling-level classificationModas A, Cavallaro A and Frossard P
2022 30th European Signal Processing Conference (EUSIPCO)., 1606-1610.
20-12-2022
Content-based Graph Privacy AdvisorStoidis D and 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 and 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 and Cavallaro A
Ieee Sensors Journal vol. PP (99), 1-1.
23-09-2022
Generating gender-ambiguous voices for privacy-preserving speech recognitionStoidis D and Cavallaro A
Interspeech 2022., 4237-4241.
18-09-2022
Audio-Visual Object Classification for Human-Robot CollaborationXompero A, Pang YL, Patten T, Prabhakar A, Calli B and Cavallaro A
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 9137-9141.
27-05-2022
Training Privacy-Preserving Video Analytics Pipelines by Suppressing Features That Reveal Information About Private AttributesLi CY and 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 and 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 and 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, Hachiuma R, Liu Q, Feng F, Lan C, Chan RHM, Christmann G, Song J-T, Neeharika G, Reddy CKT, Jain D, Rehman BU and Cavallaro A
Ieee Access, Institute of Electrical and Electronics Engineers (Ieee) vol. 10, 41388-41402.
01-01-2022
CLUSTER-BASED 3D KEYPOINT DETECTION FOR CATEGORY-AGNOSTIC 6D POSE TRACKINGTian L, Cavallaro A and 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 and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022
Selective Colour Restoration of Underwater SurfacesLi CY and Cavallaro A
BMVC 2022 - 33rd British Machine Vision Conference Proceedings.
01-01-2022
2021
OHPL: One-shot Hand-eye Policy LearnerOh C, Pang YL and 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 and Ragusa E
2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS). vol. 00, 1-6.
01-12-2021
Mixup Augmentation for Generalizable Speech SeparationAlex A, Wang L, Gastaldo P and Cavallaro A
2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.
08-10-2021
Benchmark for anonymous video analyticsSanchez-Matilla R and 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 and 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 and 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 and Cavallaro A
Interspeech 2021., 1699-1703.
30-08-2021
Audio classification of the content of food containers and drinking glassesDonaher S, Xompero A and Cavallaro A
2021 29th European Signal Processing Conference (EUSIPCO). vol. 00, 591-595.
27-08-2021
Towards safe human-to-robot handovers of unknown containersPang YL, Xompero A, Oh C and Cavallaro A
IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). vol. 00, 51-58.
12-08-2021
Probabilistic Radio-Visual Active Sensing for Search and TrackingVarotto L, Cenedese A and 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 and 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 and Cavallaro A
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 4315-4319.
11-06-2021
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationZhou K, Yang Y, Cavallaro A and Xiang T
Ieee Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 44 (9), 5056-5069.
26-03-2021
Audio-visual tracking of concurrent speakersQian X, Brutti A, Lanz O, Omologo M and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Haddadi H
Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services., 161-174.
15-06-2020
Edgefool: an Adversarial Image Enhancement FilterShamsabadi AS, Oh C and Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 1898-1902.
08-05-2020
Multi-View Shape Estimation of Transparent ContainersXompero A, Sanchez-Matilla R, Modas A, Frossard P and Cavallaro A
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 2363-2367.
08-05-2020
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 and 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 and 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 and 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 and 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 and 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 and Haddadi H
Pervasive and Mobile Computing, Elsevier vol. 63
02-03-2020
Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancementWang L, Sanchez-Matilla R and Cavallaro A
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)., 5320-5325.
23-01-2020
A Spatio-Temporal Multi-Scale Binary DescriptorXompero A, Lanz O and 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 and Cavallaro A
In Computer Vision – Eccv 2020 Workshops, Springer Nature 485-499.
01-01-2020
2019
PosterMo F, Shamsabadi AS, Katevas K, Cavallaro A and Haddadi H
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security., 2653-2655.
06-11-2019
Omni-Scale Feature Learning for Person Re-IdentificationZhou K, Yang Y, Cavallaro A and 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 and Cavallaro A
2019 IEEE/CVF International Conference on Computer Vision (ICCV). vol. 00, 7576-7586.
02-11-2019
ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity EstimationRajan V, Brutti A and Cavallaro A
Ieee Signal Processing Letters, Institute of Electrical and Electronics Engineers (Ieee) vol. 26 (11), 1668-1672.
26-09-2019
Learning action representations for self-supervised visual explorationOH C and 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 and Gao Y
ICC 2019 - 2019 IEEE International Conference on Communications (ICC). vol. 00, 1-6.
24-05-2019
Scene Privacy ProtectionLi CY, Shamsabadi AS, Sanchez-Matilla R, Mazzon R and Cavallaro A
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 2502-2506.
17-05-2019
Accurate Target Annotation in 3D from Multimodal StreamsLanz O, Brutti A, Xompero A, Qian X, Omologo M and Cavallaro A
IEEE International Conference on Acoustics, Speech and Signal Processing Brighton, United Kingdom 12 May 2019 - 17 May 2019. vol. 2019-May, 3931-3935.
01-05-2019
Live multicast video streaming from drones: an experimental studyMuzaffar R, Yanmaz E, Raffelsberger C, Bettstetter C and Cavallaro A
Autonomous Robots, Springer Nature vol. 44 (1), 75-91.
27-04-2019
Mobile sensor data anonymizationMalekzadeh M, Clegg RG, Cavallaro A and Haddadi H
Proceedings of the International Conference on Internet of Things Design and Implementation., 49-58.
15-04-2019
Multi-speaker tracking from an audio-visual sensing deviceQIAN X, Brutti A, Lanz O, Omologo M and 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 and 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 and 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 and 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 and 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 and Cavallaro A
Lecture Notes in Computer Science. vol. 11130, 534-548.
01-01-2019
A Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian MixturesSarwar O, Rinner B and 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 and Cavallaro A
British Machine Vision Conference 2018, BMVC 2018.
01-01-2019
A First-Person Vision Dataset of Office ActivitiesAbebe G, Catala A and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
2018 25th IEEE International Conference on Image Processing (ICIP). vol. 00, 1528-1532.
07-10-2018
Tracking a moving sound source from a multi-rotor droneWang L, Sanchez-Matilla R and Cavallaro A
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). vol. 00, 2511-2516.
01-10-2018
A distributed vision-based consensus model for aerial-robotic teamsPoiesi F and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Regazzoni CS
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). vol. 00, 6598-6602.
15-04-2018
Constrained Optimization for Plane-Based StereoAhmed S, Hansard M and Cavallaro A
Ieee Transactions on Image Processing, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (8), 3870-3882.
12-04-2018
Acoustic Sensing From a Multi-Rotor DroneWANG L and 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 and Chittka L
Front Comput Neurosci vol. 12, 15-15.
27-03-2018
Pseudo-determined blind source separation for ad-hoc microphone networksWANG L and 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 and Cavallaro A
In Computer Vision For Assistive Healthcare, Elsevier 319-336.
01-01-2018
2017
A Hierarchical Approach to Sensor Network Calibration by Joint Refinement of Sensor Pose and Object TrajectoriesMohedano R, Cavallaro A and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
Computer Vision and Image Understanding, Elsevier
24-08-2017
Active Visual Tracking in Multi-Agent ScenariosWang Y and 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 and 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 and 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 and cavallaro A
42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) New Orleans, USA 5 Mar 2017 - 10 Mar 2017.
19-06-2017
Hierarchical modeling for first-person vision activity recognitionAbebe G and Cavallaro A
Neurocomputing vol. 267, 362-377.
13-06-2017
Layered Scene Models from Single Hazy ImagesZhao L, Hansard M and 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 and 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 and Zhang Z
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (3), 405-408.
03-03-2017
Average Consensus-Based Asynchronous TrackingKatragadda S, Regazzoni CS and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
In Emotions and Affect in Human Factors and Human-Computer Interaction, Elsevier 289-309.
01-01-2017
2016
Robust Registration of Dynamic Facial Sequences.Sariyanidi E, Gunes H and Cavallaro A
Ieee Trans Image Process vol. 26 (4), 1708-1722.
28-12-2016
Cooperative Robots to Observe Moving Targets: ReviewKhan A, Rinner B and 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 and 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 and 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 and Cavallaro A
Proceedings of the 24th ACM international conference on Multimedia., 506-510.
01-10-2016
Robust multi-dimensional motion features for first-person vision activity recognitionAbebe G, Cavallaro A and Parra X
Computer Vision and Image Understanding, Elsevier vol. 149, 229-248.
01-08-2016
Ear in the Sky: Ego-Noise Reduction for Auditory Micro Aerial VehiclesWang L and Cavallaro A
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)., 152-158.
01-08-2016
Prioritized Target Tracking with Active Collaborative CamerasWang Y and 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 and 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 and 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 and Cavallaro A
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (11), 2395-2408.
13-06-2016
An Iterative Approach to Source Counting and Localization Using Two Distant MicrophonesWang L, Hon TK, Reiss JD and Cavallaro A
Ieee/Acm Transactions on Audio Speech and Language Processing vol. 24 (6), 1079-1093.
01-06-2016
Over-Determined Source Separation and Localization Using Distributed MicrophonesWANG L, Reiss J and cavallaro A
Ieee/Acm Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers (Ieee)
25-05-2016
Rate-Adaptive Multicast Video Streaming from Teams of Micro Aerial VehiclesMuzaffar R, Vukadinovic V and Cavallaro A
2016 IEEE International Conference on Robotics and Automation (ICRA)., 1194-1201.
01-05-2016
Multi-Tracker Partition FusionKhalid O, SanMiguel JC and Cavallaro A
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 27 (7), 1527-1539.
15-03-2016
Online Multi-target Tracking with Strong and Weak DetectionsSanchez-Matilla R, Poiesi F and Cavallaro A
Lecture Notes in Computer Science. vol. 9914, 84-99.
01-01-2016
Detection of fast incoming objects with a moving cameraPoiesi F and Cavallaro A
Procedings of the British Machine Vision Conference 2016., 146.1-146.11.
01-01-2016
Detecting tracking errors via forecastingKhalid O, Cavallaro A and 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 and Wang M
Remote Sensing, Mdpi vol. 8 (1)
22-12-2015
Predicting and recognizing human interactions in public spacesPoiesi F and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
Information Sciences, Elsevier vol. 302, 108-121.
01-05-2015
Re-identification with Multiple source-camerasTahir SF, Cavallaro A and Rinner B
2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)., 1-6.
01-04-2015
Self-Positioning of a Team of Flying Smart CamerasPoiesi F and 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 and 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 and 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 and Regazzoni CS
Neurocomputing, Elsevier vol. 152, 345-358.
01-03-2015
Temporal validation of Particle Filters for video trackingSanMiguel JC and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 9006, 320-335.
01-01-2015
Hierarchical rank-based veiling light estimation for underwater dehazingEmberton S, Chittka L and 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 and 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 and Cavallaro A
Ieee Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers (Ieee) vol. 37 (6), 1113-1133.
29-10-2014
Consensus protocols for distributed tracking in wireless camera networksKatragadda S, Sanmiguel JC and Cavallaro A
FUSION 2014 - 17th International Conference on Information Fusion.
03-10-2014
Assessing Tracking Assessment MeasuresNawaz T, Poiesi F and 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 and 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 and Regazzoni CS
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 25 (5), 776-789.
24-09-2014
Tracking Multiple High-Density Homogeneous TargetsPoiesi F and Cavallaro A
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 25 (4), 623-637.
30-07-2014
Low-Cost Multi-Camera Object MatchingTahir SF and Cavallaro A
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 6869-6873.
01-05-2014
Parallel Particle-PHD FilterDel Coco M and 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 and Cavallaro A
Multimedia Tools and Applications, Springer Nature vol. 74 (4), 1317-1340.
23-03-2014
Multiview Matching of Articulated ObjectsZini L, Odone F and Cavallaro A
Ieee Transactions on Circuits and Systems For Video Technology, Institute of Electrical and Electronics Engineers (Ieee) vol. 24 (11), 1920-1934.
28-01-2014
Assessing tracking assessment measuresNawaz T, Poiesi F and Cavallaro A
2014 IEEE International Conference on Image Processing, ICIP 2014., 441-445.
28-01-2014
Measures of Effective Video TrackingNawaz T, Poiesi F and 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 and 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 and Foresti GL
Computer vol. 47 (5), 67-73.
01-01-2014
Cost-effective features for reidentification in camera networksTahir SF and 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 and Szczuko P
In Human Behavior Understanding in Networked Sensing, Springer Nature 3-17.
01-01-2014
Chapter 19 Multi-Target Tracking in VideoPoiesi F and Cavallaro A
In Academic Press Library in Signal Processing: Volume 4 - Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing, Elsevier 561-582.
01-01-2014
PrefaceDistante C, Battiato S and Cavallaro A
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 8811, V-VI.
01-01-2014
2013
Camera Localization using Trajectories and Maps.Mohedano R, Cavallaro A and 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 and 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 and 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 and Cavallaro A
2013 IEEE International Conference on Acoustics, Speech and Signal Processing., 1754-1758.
01-05-2013
View SelectionDaniyal F and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Migliorati P
01-01-2013
2012
Columns and Forum [From the Editors]Cavallaro A and Kwasinski A
Ieee Signal Processing Magazine, Institute of Electrical and Electronics Engineers (Ieee) vol. 30 (1), 4-4.
10-12-2012
Error Propagation in Multi-Camera TrackingKayumbi G, Mazzeo PL and 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 and Martínez JM
2012 19th IEEE International Conference on Image Processing., 157-160.
01-09-2012
STANDALONE EVALUATION OF DETERMINISTIC VIDEO TRACKINGSanMiguel JC, Cavallaro A and 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 and 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 and Di Stefano L
Ieee Transactions on Image Processing vol. 21 (10), 4334-4348.
01-01-2012
Person re-identification in crowdMazzon R, Tahir SF and Cavallaro A
Pattern Recognition Letters vol. 33 (14), 1828-1837.
01-01-2012
Automated Localization of a Camera NetworkAnjum N and Cavallaro A
Ieee Intelligent Systems vol. 27 (5), 10-18.
01-01-2012
INTERACTION RECOGNITION IN WIDE AREAS USING AUDIOVISUAL SENSORSTaj M and 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 and Hands D
Ieee Transactions on Image Processing, Ieee vol. 20 (11)
01-11-2011
Multi-camera scheduling for video productionDaniyal F and 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 and Pulli K
Ieee T Circ Syst Vid vol. 21 (10), 1349-1352.
01-10-2011
Camera network Localization Using Trajectory EstimationAnjum N, Mirza MJ and Cavallaro A
2011 7th International Conference on Emerging Technologies., 1-6.
01-09-2011
Distributed and Decentralized Multicamera TrackingTaj M and Cavallaro A
Ieee Signal Proc Mag vol. 28 (3)
01-05-2011
ABNORMAL MOTION DETECTION IN CROWDED SCENES USING LOCAL SPATIO-TEMPORAL ANALYSISDaniyal F and 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 and Cavallaro A
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP).
01-01-2011
EFFICIENT DEPTH BLURRING WITH OCCLUSION HANDLINGPopkin T, Cavallaro A and Hands D
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP).
01-01-2011
Distributed target tracking under realistic network conditionsNastasi C and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Xu LQ
Eurasip J Image Vide
01-01-2010
Content and task-based view selection from multiple video streamsDaniyal F, Taj M and Cavallaro A
Multimed Tools Appl vol. 46 (2-3), 235-258.
01-01-2010
Recognizing Interactions in VideoTaj M and Cavallaro A
In Intelligent Multimedia Analysis For Security Applications, Springer 29-58. Editors: Velastin S and al E.
01-01-2010
An Accurate and Efficient Method for Smoothly Space-Variant Gaussian BlurringPopkin T, Cavallaro A and 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 and Cavallaro A
In Video Search and Mining (Studies in Computational Intelligence), Springer 33-52. Editors: Schonfeld D and al E.
01-01-2010
Multi-view multi-object detection trackingTaj M and Cavallaro A
In Computer Vision: Detection, Recognition and Reconstruction, Springer 263-278. Editors: Cipolla R and al E.
01-01-2010
QMUL-ACTIVA: 'Person Runs' detection for the TRECVID surveillance event detection taskDaniyal F and Cavallaro A
2010 TREC Video Retrieval Evaluation Notebook Papers.
01-01-2010
2009
Multi-camera track-before-detectTaj M and Cavallaro A
2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009.
23-12-2009
Trajectory association and fusion across partially overlapping camerasAnjum N and Cavallaro A
2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance., 201-206.
01-09-2009
Multi-camera track-before-detectTaj M and Cavallaro A
2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)., 1-6.
01-08-2009
Learning scene context for multiple object trackingMaggio E and Cavallaro A
Ieee Transactions on Image Processing vol. 18, 1873–1884-1873–1884.
01-08-2009
Learning Scene Context for Multiple Object TrackingMaggio E and 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 and 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 and Cavallaro A
Ieee Transactions on Multimedia vol. 11, 611–623-611–623.
01-06-2009
Multi-foveation filteringPopkin T, Cavallaro A and Hands D
Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 669-672.
01-04-2009
Accurate appearance-based Bayesian tracking for maneuvering targetsMaggio E and Cavallaro A
Computer Vision and Image Understanding vol. 113 (4), 544-555.
01-04-2009
Distance blurring for space-variant image codingPopkin T, Cavallaro A and 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 and 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 and Xu L
Pattern Recognition Letters vol. 30, 123–131-123–131.
01-01-2009
Space-time audio-visual speech recognition with multiple multi-class probabilistic Support Vector MachinesPachoud S, Gong S and Cavallaro A
AVSP 2009 -- International Conference on Audio-Visual Speech Processing University of East Anglia, Norwich, UK 1 Jan 1970., 155-160.
01-01-2009
Content and task-based view selection from multiple video streamsDaniyal F, Taj M and Cavallaro A
Multimedia Tools and Applications, to appaear-to appaear.
01-01-2009
GROUPING MOTION TRAJECTORIESPachoud S, Maggio E and Cavallaro A
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 1477-1480.
01-01-2009
DISTANCE BLURRING FOR SPACE-VARIANT IMAGE CODINGPopkin T, Cavallaro A and Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 665-668.
01-01-2009
Localization of distributed wireless camerasAnjum N and 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 and Cavallaro A
Proc. of IEEE Int. Conference on Advanced Video and Signal based Surveillance (AVSS).
01-01-2009
Change detection for object segmentationCavallaro A
In Smart Cameras, Springer Verlag Gmbh 181-198. Editors: Belbachir AN.
01-01-2009
Multi-camera calibration and global trajectory fusionAnjum N and Cavallaro A
In Intelligent Video Surveillance: Systems and Technologies, Crc Press Editors: Ma Y and Qian G.
01-01-2009
AUDIO-ASSISTED TRAJECTORY ESTIMATION IN NON-OVERLAPPING MULTI-CAMERA NETWORKSTaj M and 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 and Hands D
2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS., 669-672.
01-01-2009
Event monitoring via local motion abnormality detection in non–linear subspaceTziakos I, Cavallaro A and Xu L
Neurocomputing, to appear-to appear.
01-01-2009
2008
Multifeature Object Trajectory Clustering for Video AnalysisAnjum N and Cavallaro A
Ieee T Circ Syst Vid vol. 18 (11), 1555-1564.
01-11-2008
Multi-feature object trajectory clustering for video analysisAnjum N and 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 and 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 and 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 and 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 and Cavallaro A
Ieee Journal of Selected Topics in Signal Processing vol. 2, 503–513-503–513.
01-08-2008
Perceptual SemanticsCavallaro A and Winkler S
In Multimedia Technologies: Concepts, Methodologies, Tools, and Applications, Information Science Reference Editors: Rahman M.
01-01-2008
Macro-cuboid based probabilistic matching for lip-reading digitsPachoud S, Gong S and 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 and Cavallaro A
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS., 263-271.
01-01-2008
Video Augmentation for Improving Audio Speech Recognition under NoisePachoud S, Gong S and Cavallaro A
Procedings of the British Machine Vision Conference 2008., 25.1-25.10.
01-01-2008
SHREC'08 entry: Registration and retrieval of 3D faces using a point distribution modelNair P and Cavallaro A
IEEE INTERNATIONAL CONFERENCE ON SHAPE MODELING AND APPLICATIONS 2008, PROCEEDINGS., 257-258. Editors: Spagnuolo M, CohenOr D and Gu XD.
01-01-2008
Objective evaluation of pedestrian and vehicle Tracking on the CLEAR surveillance datasetTaj M, Maggio E and Cavallaro A
MULTIMODAL TECHNOLOGIES FOR PERCEPTION OF HUMANS. vol. 4625, 160-173. Editors: Stiefelhagen R, Bowers R and Fiscus J.
01-01-2008
GLOBAL TRAJECTORY RECONSTRUCTION FROM DISTRIBUTED VISUAL SENSORSKayumbi G, Anjum N and 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 and Cavallaro A
2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance., 164-171.
01-01-2008
Matching 3D Faces with Partial DataNair PM and Cavallaro A
Procedings of the British Machine Vision Conference 2008., 102.1-102.10.
01-01-2008
Distributed visual sensing for virtual top-view trajectory generation in football videosKayumbi G, Mazzeo PL, Spagnolo P, Taj M and 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 and Cavallaro A
Eurasip Journal on Image and Video Processing vol. 2008
01-01-2008
Video Tracking in Complex Scenes for SurveillanceRegazzoni C, Cavallaro A and 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 and 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 and Cavallaro A
2008 TREC Video Retrieval Evaluation Notebook Papers.
01-01-2008
Video Tracking in Complex Scenes for Surveillance ApplicationsRegazzoni CS, Cavallaro A and Porikli F
Eurasip J Image Vide
01-01-2008
2007
Adaptive multi–feature tracking in a particle filter frameworkMaggio E, Smeraldi F and 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 and 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 and CAVALLARO A
Ieee Transactions on Circuits and Systems For Video Technology vol. 17 Issue 10, 1348-1359.
01-10-2007
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 and 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 and Cavallaro A
CLEAR, Springer LNCS. vol. 4625, 160–173-160–173.
01-05-2007
Landmark detection in 2.5D facial scansNair P and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Cavallaro A
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7., 2285-2288.
01-01-2007
Unsupervised fuzzy clustering for trajectory analysisAnjum N and 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 and 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 and Cavallaro A
Multimodal Technologies for Perception of Humans. vol. 4122, 190-199. Editors: Stiefelhagen R and Garofolo J.
01-01-2007
Hands-on experience in image processing: The automated lecture cameramanCavallaro A, Chandrasekera R and Aj M
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol III, Pts 1-3, Proceedings., 721-724.
01-01-2007
Multi-Modal Particle Filtering Tracking Using Appearance, Motion and Audio LikelihoodsBregonzio M, Taj M and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 5
01-01-2007
Audiovisual Tracking Using Stac SensorsZhou H, Taj M and 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 and Cavallaro A
2007 IEEE International Conference on Image Processing. vol. 4, 549-552.
01-01-2007
UNSUPERVISED FUZZY CLUSTERING FOR TRAJECTORY ANALYSISAnjum N and 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 and 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 and 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 and 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 and 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 and WINKLER S
In Digital Multimedia Perception and Design, Igi Publishing 1-20. Editors: Ghinea G and Chen SY.
01-01-2006
Digital Multimedia Perception and DesignCavallaro A and Winkler S
Editors: Ghinea G and Chen SY.
01-01-2006
2005
Facial Scan change detectionCAVALLARO A, Nair PM and Zou L
2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT), London, 29 November - 1 December 2005.
29-11-2005
Semantic video analysis for adaptive content delivery and automatic descriptionCavallaro A, Steiger O and 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 and 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 and Maggio E
British Machine Vision Conference (BMVC), Oxford, 6-8 September 2005.
06-09-2005
Shadow-aware object-based video processingCavallaro A, Salvador E and 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 and 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 and 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
In Encyclopaedia of Multimedia Technology and Networking, Idea Group Reference, Hershey, Pa, Usa Editors: Pagani M.
01-04-2005
Tracking video objects in cluttered backgroundCavallaro A, Steiger O and 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 and 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 and 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
ADVANCES IN VISUAL COMPUTING, PROCEEDINGS. vol. 3804, 535-542. Editors: Bebis G, Boyle R, Koracin D and Parvin B.
01-01-2005
Surveillance video for mobile devicesSteiger O, Ebrahimi T and Cavallaro A
AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings., 620-625.
01-01-2005
Evaluating perceptually prefiltered videoSteiger O, Ebrahimi T and 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 and Cavallaro A
2005 IEEE International Conference on Multimedia and Expo., 1290-1293.
01-01-2005
Multi-Part Target Representation for Color TrackingMaggio E and Cavallaro A
IEEE International Conference on Image Processing 2005. vol. 1, 1-4.
01-01-2005
Hybrid particle filter and mean shift tracker with adaptive transition modelMaggio E and 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 and 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 and 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 and 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 and 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 and 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 and Ventura R
Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing.
01-05-2004
Shadow Detection in Image SequencesCAVALLARO A, Ebrahimi T and Salvador E
Proc. of IEE Conference on Visual Media Production (CVMP), London.
15-03-2004
Perceptual prefiltering for video codingCavallaro A, Steiger O and 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 and 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 and 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 and 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 and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3. vol. 5150, 1-8. Editors: Ebrahimi T and Sikora T.
01-01-2003
Classification of change detection algorithms for object-based applicationsCavallaro A and Ebrahimi T
Digital Media: Processing Multimedia Interactive Services., 129-136. Editors: Izquierdo E.
01-01-2003
Spatio-temporal shadow segmentation and trackingSalvador E, Cavallaro A and Rahimi TE
IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2003, PTS 1 AND 2. vol. 5022, 389-400. Editors: Vasudev B, Hsing TR, Tescher AG and Ebrahimi T.
01-01-2003
2002
Multiple Video Object Tracking in Complex ScenesCAVALLARO A, Ebrahimi T and Steiger O
Proc. of ACM Multimedia 2002, Juan les Pins (France).
01-12-2002
Accurate video object segmentation through change detectionCavallaro A and 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 and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2002, PTS 1 AND 2. vol. 4671, 947-958. Editors: Kuo CCJ.
01-01-2002
Objective evaluation of segmentation quality using spatio-temporal contextCavallaro A, Gelasca ED and 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 and 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 and 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 and 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 and 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 and Ebrahimi T
Editors: Pitas I and Kotropoulos C.
01-01-2001
Automatic and Interactive Segmentation of Video SequencesCAVALLARO A, Ebrahimi T, Ziliani F and Castagno R
In Non Linear Model-Based Image/Video Processing and Analysis, I Pitas, C Kotropoulos (Eds), Wiley & Sons Chapter 6
01-01-2001
Shadow identification and classification using invariant color modelsSalvador E, Cavallaro A and Ebrahimi T
2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS., 1545-1548.
01-01-2001
Video object extraction based on adaptive background and statistical change detectionCavallaro A and Ebrahimi T
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2001. vol. 4310, 465-475. Editors: Girod B, Bouman CA and Steinbach EG.
01-01-2001
2000
Video-Based Multi-Agent Traffic Surveillance SystemAbreu B, Botelho L, Cavallaro A, Douxchamps D, Ebrahimi T, Figueiredo P, Macq B, Mory B, Nunes L, Orri J, Trigueiros MJ and Violante A
Proc. of IEEE Intelligent Vehicles Symposium., 457-462.
01-01-2000
Image Analysis for Advanced Video SurveillanceCavallaro A and Ziliani F
In Multimedia Video-Based Surveillance Systems, Kluwer Academic Publishers, Boston 57–67-57–67. Editors: CSR GLF.
01-01-2000
Vehicle extraction based on focus of attention, multi feature segmentation and trackingCavallaro A, Ziliani F, Castagno R and 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 and 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 and 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 and Sicuranza G
In Signal Analysis and Prediction, Birkhausen, Boston 339-350. Editors: al APANDE.
01-01-1998
Signal Analysis and PredictionCavallaro A, Marsi S and Sicuranza GL
339–350-339–350. Editors: Prochazka A, Uhlir J, Rayner PJW and Kingsbury NG.
01-01-1998
1997
A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree StructureCavallaro A, Marsi S and Sicuranza GL
First European Conference on Signal Analysis and Prediction (ECSAP) Prague 24 Jun 1997 - 27 Jun 1997.
01-01-1997
1996
Grants
Grants of specific relevance to the Centre for Multimodal AIScalable 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 EPSRC Engineering and Physical Sciences Research Council
01-04-2022 - 15-01-2026
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