Professor Andrea Cavallaro, PhD MIET MIEEEDirector of Centre for Intelligent Sensing & Professor in Multimedia Signal ProcessingEmail: a.cavallaro@qmul.ac.ukTelephone: +44 20 7882 5165Room Number: Peter Landin, CS 436Website: http://www.eecs.qmul.ac.uk/~andreaOffice Hours: Monday 15:00-17:00ProfileTeachingResearchPublicationsProfileAndrea Cavallaro is Turing Fellow at The Alan Turing Institute, the UK National Institute for Data Science and Artificial Intelligence, and Full Professor at Queen Mary University of London, a Russell Group university. He is the founding Director of the Centre for Intelligent Sensing and the Director of Research of the School of Electronic Engineering and Computer Science. He is a Fellow of the International Association for Pattern Recognition (IAPR) for “contributions to image processing and multi-sensor scene understanding,” and a Fellow of the Higher Education Academy. He serves as Editor-in-Chief of Signal Processing: Image Communication, as Senior Area Editor for the IEEE Transactions on Image Processing, as member of the IEEE Video Signal Processing and Communication Technical Committee and as member of the Technical Directions Board of the IEEE Signal Processing Society. Professor Cavallaro received his Ph.D. in Electrical Engineering from the École polytechnique fédérale de Lausanne (EPFL) in 2002. He was a Research Fellow with British Telecommunications (BT) in 2004 and was awarded the Royal Academy of Engineering Teaching Prize in 2007; three student paper awards on target tracking and perceptually sensitive coding at IEEE ICASSP in 2005, 2007 and 2009; and the best paper award at IEEE AVSS 2009. He was selected as IEEE Signal Processing Society Distinguished Lecturer (2020-2021) and is the past Chair of the IEEE Image, Video, and Multidimensional Signal Processing Technical Committee (2020-2021). He also served as elected member of the IEEE Multimedia Signal Processing Technical Committee and chair of the Awards committee of the IEEE Signal Processing Society, Image, Video, and Multidimensional Signal Processing Technical Committee. He served as Area Editor for the IEEE Signal Processing Magazine (2012-2014); and as Associate Editor for the IEEE Transactions on Image Processing (2011-2015), IEEE Transactions on Signal Processing (2009-2011), IEEE Transactions on Multimedia (2009-2010), IEEE Signal Processing Magazine (2008-2011) and IEEE Multimedia (2016-2018). He also served as Guest Editor the IEEE Transactions on Multimedia (2019), IEEE Transactions on Circuits and Systems for Video Technology (2017, 2011), Pattern Recognition Letters (2016), IEEE Transactions on Information Forensics and Security (2013), International Journal of Computer Vision (2011), IEEE Signal Processing Magazine (2010), Computer Vision and Image Understanding (2010), Annals of the British Machine Vision Association (2010), Journal of Image and Video Processing (2010, 2008), and Journal on Signal, Image and Video Processing (2007). Professor Cavallaro has published over 270 journal and conference papers, one monograph on Video tracking (2011, Wiley) and three edited books: Multi-camera networks (2009, Elsevier); Analysis, retrieval and delivery of multimedia content (2012, Springer); and Intelligent multimedia surveillance (2013, Springer).TeachingIntroduction to Computer Vision (Postgraduate/Undergraduate) In recent years, research in computer vision has made significant progress. This is largely driven by the recognition that effective visual perception is crucial in understanding intelligent behaviour - unless we understand how we perceive, we will never understand how we reason The first part of the module will introduce the relevant concepts and techniques in machine learning. In the second part we will show how these techniques can be applied to various areas in computer vision.ResearchResearch 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 Pang YL, Oh C, Cavallaro A (2024). Sparse multi-view hand-object reconstruction for unseen environments. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) DOI: 10.1109/cvprw63382.2024.00085 QMRO: qmroHref Tian L, Oh C, Cavallaro A (2024). Test-time adaptation for 6D pose tracking. nameOfConference DOI: 10.1016/j.patcog.2024.110390 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/95080 Baranouskaya D, Cavallaro A (2023). Human-interpretable and deep features for image privacy classification. 2023 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip49359.2023.10222833 QMRO: qmroHref Apicella T, Xompero A, Ragusa E et al. (2023). Affordance segmentation of hand-occluded containers from exocentric images. 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw60793.2023.00204 QMRO: qmroHref Baia AE, Poggioni V, Cavallaro A (2023). Black-Box Attacks on Image Activity Prediction and its Natural Language Explanations. 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw60793.2023.00396 QMRO: qmroHref Alex A, Wang L, Gastaldo P et al. (2023). Data augmentation for speech separation. nameOfConference DOI: 10.1016/j.specom.2023.05.009 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/89066 Clayton M, Wang L, Mcpherson A et al. (2023). An embedded multichannel sound acquisition system for drone audition. nameOfConference DOI: 10.1109/JSEN.2023.3273330 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/87838 Mukhutdinov D, Alex A, Cavallaro A et al. (2023). Deep learning models for single-channel speech enhancement on drones. nameOfConference DOI: 10.1109/access.2023.3253719 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/85038 Xompero A, Cavallaro A (2023). Cross-Camera View-Overlap Recognition. nameOfConference DOI: 10.1007/978-3-031-25075-0_19 QMRO: qmroHref Lakhal M, Lanz O, Cavallaro A (2023). Multi-View Video Synthesis Through Progressive Synthesis and Refinement. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications DOI: 10.5220/0011759400003417 QMRO: qmroHref Modas A, Cavallaro A, Frossard P (publicationYear). Data augmentation with mixtures of max-entropy transformations for filling-level classification. 2022 30th European Signal Processing Conference (EUSIPCO) DOI: 10.23919/eusipco55093.2022.9909758 QMRO: qmroHref Stoidis D, Cavallaro A (2022). Content-based Graph Privacy Advisor. 2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM) DOI: 10.1109/bigmm55396.2022.00017 QMRO: qmroHref Li CY, Cavallaro A (2022). On The Limits of Perceptual Quality Measures for Enhanced Underwater Images. 2022 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip46576.2022.9897840 QMRO: qmroHref Wang L, Cavallaro A (2022). Deep learning assisted sound source localization from a flying drone. nameOfConference DOI: 10.1109/jsen.2022.3207660 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/81985 Stoidis D, Cavallaro A (publicationYear). Generating gender-ambiguous voices for privacy-preserving speech recognition. Interspeech 2022 DOI: 10.21437/interspeech.2022-11322 QMRO: qmroHref Xompero A, Pang YL, Patten T et al. (2022). Audio-Visual Object Classification for Human-Robot Collaboration. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp43922.2022.9746336 QMRO: qmroHref Rajan V, Brutti A, Cavallaro A (2022). Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition?. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp43922.2022.9746924 QMRO: qmroHref Li CY, Cavallaro A (2022). Training Privacy-Preserving Video Analytics Pipelines by Suppressing Features That Reveal Information About Private Attributes. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp43922.2022.9747864 QMRO: qmroHref Xompero A, Donaher S, Iashin V et al. (2022). The CORSMAL Benchmark for the Prediction of the Properties of Containers. nameOfConference DOI: 10.1109/access.2022.3166906 QMRO: qmroHref Tian L, Cavallaro A, Oh C (2022). CLUSTER-BASED 3D KEYPOINT DETECTION FOR CATEGORY-AGNOSTIC 6D POSE TRACKING. 2022 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/ICIP46576.2022.9897746 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/93424 Oh C, Xompero A, Cavallaro A (2022). Chapter 15 Visual adversarial attacks and defenses. nameOfConference DOI: 10.1016/b978-0-12-822109-9.00024-2 QMRO: qmroHref Lakhal MI, Lanz O, Cavallaro A (2022). Implicit texture mapping for multi-view video synthesis. nameOfConference DOI: doi QMRO: qmroHref Li CY, Cavallaro A (2022). Selective Colour Restoration of Underwater Surfaces. nameOfConference DOI: doi QMRO: qmroHref Oh C, Pang YL, Cavallaro A (2021). OHPL: One-shot Hand-eye Policy Learner. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/IROS51168.2021.9636835 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/78620 Apicella T, Cavallaro A, Berta R et al. (2021). An Affordance Detection Pipeline for Resource-Constrained Devices. 2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS) DOI: 10.1109/icecs53924.2021.9665447 QMRO: qmroHref Alex A, Wang L, Gastaldo P et al. (2021). Mixup Augmentation for Generalizable Speech Separation. 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP) DOI: 10.1109/mmsp53017.2021.9733591 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/74424 Sanchez-Matilla R, Cavallaro A (2021). Benchmark for anonymous video analytics. nameOfConference DOI: 10.1186/s13640-021-00571-5 QMRO: qmroHref Shahin Shamsabadi A, Oh C, Cavallaro A (2021). Semantically Adversarial Learnable Filters. nameOfConference DOI: 10.1109/TIP.2021.3112290 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/74328 Malekzadeh M, Clegg R, Cavallaro A et al. (2021). DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data. nameOfConference DOI: 10.1145/3478074 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/74418 Stoidis D, Cavallaro A (publicationYear). Protecting Gender and Identity with Disentangled Speech Representations. Interspeech 2021 DOI: 10.21437/interspeech.2021-2163 QMRO: qmroHref Donaher S, Xompero A, Cavallaro A (2021). Audio classification of the content of food containers and drinking glasses. 2021 29th European Signal Processing Conference (EUSIPCO) DOI: 10.23919/eusipco54536.2021.9616206 QMRO: qmroHref Pang YL, Xompero A, Oh C et al. (2021). Towards safe human-to-robot handovers of unknown containers. IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) DOI: 10.1109/ro-man50785.2021.9515350 QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/74329 Varotto L, Cenedese A, Cavallaro A (2021). Probabilistic Radio-Visual Active Sensing for Search and Tracking. 2021 European Control Conference (ECC) DOI: 10.23919/ecc54610.2021.9655209 QMRO: qmroHref Shamsabadi AS, Teixeira FS, Abad A et al. (2021). FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp39728.2021.9413760 QMRO: qmroHref Rajan V, Brutti A, Cavallaro A (2021). Robust Latent Representations Via Cross-Modal Translation and Alignment. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp39728.2021.9413456 QMRO: qmroHref Zhou K, Yang Y, Cavallaro A et al. (2021). Learning Generalisable Omni-Scale Representations for Person Re-Identification. nameOfConference DOI: 10.1109/tpami.2021.3069237 QMRO: qmroHref Lakhal MI, Boscaini D, Poiesi F et al. (2021). Novel-View Human Action Synthesis. nameOfConference DOI: 10.1007/978-3-030-69538-5_26 QMRO: qmroHref Qian X, Brutti A, Lanz O et al. (2021). Audio-visual tracking of concurrent speakers. nameOfConference DOI: 10.1109/tmm.2021.3061800 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71342 Modas A, Xompero A, Sanchez-Matilla R et al. (2021). Improving Filling Level Classification with Adversarial Training. 2021 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip42928.2021.9506112 QMRO: qmroHref Li CY, Sánchez-Matilla R, Shamsabadi AS et al. (2021). On the Reversibility of Adversarial Attacks. 2021 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip42928.2021.9506451 QMRO: qmroHref Sanchez-Matilla R, Cavallaro A (2020). Motion Prediction for First-Person Vision Multi-object Tracking. nameOfConference DOI: 10.1007/978-3-030-66823-5_29 QMRO: qmroHref Li CY, Cavallaro A (2020). Cast-Gan: Learning To Remove Colour Cast From Underwater Images. 2020 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip40778.2020.9191157 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71351 Cavallaro A, Malekzadeh M, Shamsabadi AS (2020). Deep Learning for Privacy in Multimedia. Proceedings of the 28th ACM International Conference on Multimedia DOI: 10.1145/3394171.3418551 QMRO: qmroHref Wang L, Cavallaro A (2020). Deep learning assisted time-frequency processing for speech enhancement on drones. nameOfConference DOI: 10.1109/TETCI.2020.3014934 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/66727 Wang L, Cavallaro A (2020). A blind source separation framework for ego-noise reduction on multi-rotor drones. nameOfConference DOI: 10.1109/taslp.2020.3015027 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/66942 Shahin Shamsabadi A, Sanchez-Matilla R, Cavallaro A (2020). ColorFool: Semantic Adversarial Colorization. EEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) DOI: 10.1109/CVPR42600.2020.00123 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71355 Cross MS, Cavallaro A (2020). Privacy as a Feature for Body-Worn Cameras. nameOfConference DOI: 10.1109/msp.2020.2989686 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71343 Modas A, Sanchez-Matilla R, Frossard P et al. (2020). Toward Robust Sensing for Autonomous Vehicles. nameOfConference DOI: 10.1109/msp.2020.2985363 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/66329 Mo F, Shamsabadi AS, Katevas K et al. (2020). DarkneTZ. Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services DOI: 10.1145/3386901.3388946 QMRO: qmroHref Shamsabadi AS, Oh C, Cavallaro A (2020). Edgefool: an Adversarial Image Enhancement Filter. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp40776.2020.9054368 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64006 Xompero A, Sanchez-Matilla R, Modas A et al. (2020). Multi-View Shape Estimation of Transparent Containers. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp40776.2020.9054112 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71356 Tadesse GA, Bent O, Marcenaro L et al. (2020). Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions]. nameOfConference DOI: 10.1109/msp.2020.2976158 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71344 Sanchez-Matilla R, Chatzilygeroudis K, Modas A et al. (2020). Benchmark for Human-to-Robot Handovers of Unseen Containers with Unknown Filling. nameOfConference DOI: 10.1109/LRA.2020.2969200 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64087 Sanchez-Matilla R, Li CY, Shahin Shamsabad A et al. (2020). Exploiting vulnerabilities of deep neural networks for privacy protection. nameOfConference DOI: 10.1109/tmm.2020.2987694 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64088 Shamsabadi AS, Gascon A, Haddadi H et al. (2020). PrivEdge: From Local to Distributed Private Training and Prediction. nameOfConference DOI: 10.1109/TIFS.2020.2988132 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71350 Oh C, Cavallaro A (2020). View-Action Representation Learning for Active First-Person Vision. nameOfConference DOI: 10.1109/tcsvt.2020.2987562 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/64065 Malekzadeh M, Clegg RG, Cavallaro A et al. (2020). Privacy and utility preserving sensor-data transformations. nameOfConference DOI: 10.1016/j.pmcj.2020.101132 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/63430 Wang L, Sanchez-Matilla R, Cavallaro A (publicationYear). Audio-visual sensing from a quadcopter: dataset and baselines for source localization and sound enhancement. 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros40897.2019.8968183 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59302 Xompero A, Lanz O, Cavallaro A (2020). A Spatio-Temporal Multi-Scale Binary Descriptor. nameOfConference DOI: 10.1109/TIP.2020.2965277 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71349 Mo F, Shamsabadi AS, Katevas K et al. (2019). Poster. Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security DOI: 10.1145/3319535.3363279 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71358 Zhou K, Yang Y, Cavallaro A et al. (2019). Omni-Scale Feature Learning for Person Re-Identification. 2019 IEEE/CVF International Conference on Computer Vision (ICCV) DOI: 10.1109/iccv.2019.00380 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71360 Lakhal MI, Lanz O, Cavallaro A (2019). View-LSTM: Novel-View Video Synthesis Through View Decomposition. 2019 IEEE/CVF International Conference on Computer Vision (ICCV) DOI: 10.1109/iccv.2019.00767 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71359 Sarwar O, Rinner B, Cavallaro A (2019). A Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian Mixtures. nameOfConference DOI: 10.1109/access.2019.2944861 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/60302 Rajan V, Brutti A, Cavallaro A (publicationYear). ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation. nameOfConference DOI: 10.1109/lsp.2019.2944004 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/60041 Portêlo A, Cavallaro A, Barata C et al. (2019). Description and Recognition of Activity Patterns Using Sparse Vector Fields. nameOfConference DOI: 10.1007/978-3-030-31332-6_21 QMRO: qmroHref OH C, CAVALLARO A (2019). Learning action representations for self-supervised visual exploration. IEEE Int. Conference on Robotics and Automation (ICRA) DOI: 10.1109/ICRA.2019.8794401 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/59298 Qi H, Yu J, Cavallaro A et al. (2019). Robust Compressive Sensing of Multiband Spectrum with Partial and Incorrect Priors. ICC 2019 - 2019 IEEE International Conference on Communications (ICC) DOI: 10.1109/icc.2019.8761247 QMRO: qmroHref Li CY, Shamsabadi AS, Sanchez-Matilla R et al. (2019). Scene Privacy Protection. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2019.8682225 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/56780 Abebe G, Catala A, Cavallaro A (2019). A First-Person Vision Dataset of Office Activities. nameOfConference DOI: 10.1007/978-3-030-20984-1_3 QMRO: qmroHref Lanz O, Brutti A, Xompero A et al. (2019). Accurate Target Annotation in 3D from Multimodal Streams. IEEE International Conference on Acoustics, Speech and Signal Processing DOI: 10.1109/ICASSP.2019.8682619 QMRO: qmroHref Muzaffar R, Yanmaz E, Raffelsberger C et al. (2020). Live multicast video streaming from drones: an experimental study. nameOfConference DOI: 10.1007/s10514-019-09851-6 QMRO: qmroHref Malekzadeh M, Clegg RG, Cavallaro A et al. (2019). Mobile sensor data anonymization. Proceedings of the International Conference on Internet of Things Design and Implementation DOI: 10.1145/3302505.3310068 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/56781 QIAN X, Brutti A, Lanz O et al. (2019). Multi-speaker tracking from an audio-visual sensing device. nameOfConference DOI: 10.1109/TMM.2019.2902489 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/56779 Su Z, Fang Q, Wang H et al. (publicationYear). Guest Editorial Trustworthiness in Social Multimedia Analytics and Delivery. nameOfConference DOI: 10.1109/tmm.2019.2899279 QMRO: qmroHref Lakhal MI, Lanz O, Cavallaro A (2019). Pose Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting Loss. nameOfConference DOI: 10.1007/978-3-030-11012-3_30 QMRO: qmroHref Lakhal MI, Clapés A, Escalera S et al. (2019). Residual Stacked RNNs for Action Recognition. nameOfConference DOI: 10.1007/978-3-030-11012-3_40 QMRO: qmroHref Sanchez-Matilla R, Cavallaro A (2019). A Predictor of Moving Objects for First-Person Vision. 2019 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2019.8803140 QMRO: qmroHref Lakhal MI, Lanz O, Cavallaro A (2019). Learnable Masks for Pose-Guided View Synthesis. 2019 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2019.8803134 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/71362 Cavallaro A, Brutti A (2019). Chapter 5 Audio-visual learning for body-worn cameras. nameOfConference DOI: 10.1016/b978-0-12-814601-9.00014-6 QMRO: qmroHref Zhou K, Xiang T, Cavallaro A (2019). Video summarisation by classification with deep reinforcement learning. nameOfConference DOI: doi QMRO: qmroHref Li CY, Mazzon R, Cavallaro A (2018). An Online Platform for Underwater Image Quality Evaluation. Computer Vision for Automated Analysis of Underwater Imagery Workshop (CVAUI) 2018 DOI: 10.1007/978-3-030-05792-3_4 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/55048 Chang YY, Mazzon R, Cavallaro A (2018). Real-time quality assessment of videos from body-worn cameras. European Signal Processing Conference (EUSIPCO) 2018 DOI: 10.23919/EUSIPCO.2018.8553612 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/55050 Li CY, Cavallaro A (2018). Background Light Estimation for Depth-Dependent Underwater Image Restoration. 2018 25th IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2018.8451400 QMRO: qmroHref Sanchez-Matilla R, Cavallaro A (2018). Confidence Intervals for Tracking Performance Scores. 2018 25th IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2018.8451433 QMRO: qmroHref Shamsabadi AS, Haddadi H, Cavallaro A (2018). Distributed One-Class Learning. 2018 25th IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2018.8451093 QMRO: qmroHref Xompero A, Lanz O, Cavallaro A (2018). MORB: A Multi-Scale Binary Descriptor. 2018 25th IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2018.8451024 QMRO: qmroHref Campo D, Baydoun M, Marcenaro L et al. (2018). Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences. 2018 25th IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2018.8451837 QMRO: qmroHref Poiesi F, Cavallaro A (2018). A distributed vision-based consensus model for aerial-robotic teams. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros.2018.8593388 QMRO: qmroHref Sarwar O, Cavallaro A, Rinner B (2018). Temporally Smooth Privacy-Protected Airborne Videos. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros.2018.8594493 QMRO: qmroHref Wang L, Sanchez-Matilla R, Cavallaro A (2018). Tracking a moving sound source from a multi-rotor drone. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros.2018.8594483 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/54946 Baydoun M, Campo D, Sanguineti V et al. (2018). Learning Switching Models for Abnormality Detection for Autonomous Driving. 2018 21st International Conference on Information Fusion (FUSION) DOI: 10.23919/icif.2018.8455592 QMRO: qmroHref Xompero A, Lanz O, Cavallaro A (2018). Multi-Camera Matching of Spatio-Temporal Binary Features. 2018 21st International Conference on Information Fusion (FUSION) DOI: 10.23919/icif.2018.8455444 QMRO: qmroHref Tadesse GA, Cavallaro A (2018). Visual features for ego-centric activity recognition. Proceedings of the 4th ACM Workshop on Wearable Systems and Applications DOI: 10.1145/3211960.3211978 QMRO: qmroHref Malekzadeh M, Clegg RG, Cavallaro A et al. (2018). Protecting Sensory Data against Sensitive Inferences. Proceedings of the 1st Workshop on Privacy by Design in Distributed Systems DOI: 10.1145/3195258.3195260 QMRO: qmroHref Qian X, Xompero A, Cavallaro A et al. (2018). 3D Mouth Tracking from a Compact Microphone Array Co-Located with a camera. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2018.8461323 QMRO: qmroHref Wang Y, Cavallaro A (2018). Concurrent Target Following with Active Directional Sensors. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2018.8462432 QMRO: qmroHref Baydoun M, Ravanbakhsh M, Campo D et al. (2018). a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2018.8462490 QMRO: qmroHref Ahmed S, Hansard M, Cavallaro A (2018). Constrained Optimization for Plane-Based Stereo. nameOfConference DOI: 10.1109/tip.2018.2823543 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/36645 WANG L, CAVALLARO A (2018). Acoustic Sensing From a Multi-Rotor Drone. nameOfConference DOI: 10.1109/JSEN.2018.2825879 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/36664 Matthews T, Osorio D, Cavallaro A et al. (2018). The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates.. nameOfConference DOI: 10.3389/fncom.2018.00015 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/36665 WANG L, CAVALLARO A (2018). Pseudo-determined blind source separation for ad-hoc microphone networks. nameOfConference DOI: 10.1109/TASLP.2018.2803263 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/34024 Conci N, Bisagno N, Cavallaro A (2018). Chapter 11 On Modeling and Analyzing Crowds From Videos. nameOfConference DOI: 10.1016/b978-0-12-813445-0.00011-3 QMRO: qmroHref Mohedano R, Cavallaro A, Garcia N (publicationYear). A Hierarchical Approach to Sensor Network Calibration by Joint Refinement of Sensor Pose and Object Trajectories. nameOfConference DOI: 10.1109/jsen.2017.2765630 QMRO: qmroHref Sanchez-Matilla R, Wang L, Cavallaro A (2017). Multi-Modal Localization and Enhancement of Multiple Sound Sources from a Micro Aerial Vehicle. Proceedings of the 25th ACM international conference on Multimedia DOI: 10.1145/3123266.3123412 QMRO: qmroHref Lu Y-H, Cavallaro A, Crump C et al. (2017). Privacy Protection in Online Multimedia. Proceedings of the 25th ACM international conference on Multimedia DOI: 10.1145/3123266.3133335 QMRO: qmroHref Abebe G, Cavallaro A (2017). A Long Short-Term Memory Convolutional Neural Network for First-Person Vision Activity Recognition. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw.2017.159 QMRO: qmroHref Abebe G, Cavallaro A (2017). Inertial-Vision: Cross-Domain Knowledge Transfer for Wearable Sensors. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw.2017.165 QMRO: qmroHref Brutti A, Cavallaro A (2017). Unsupervised Cross-Modal Deep-Model Adaptation for Audio-Visual Re-Identification with Wearable Cameras. 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) DOI: 10.1109/iccvw.2017.59 QMRO: qmroHref EMBERTON S, Chittka L, Cavallaro A (publicationYear). Underwater image and video dehazing with pure haze region segmentation. nameOfConference DOI: 10.1016/j.cviu.2017.08.003 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/32415 Katragadda S, Cavallaro A (2017). A Batch Asynchronous Tracker for Wireless Smart-Camera Networksx. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2017.8078486 QMRO: qmroHref Wang Y, Cavallaro A (2017). Active Visual Tracking in Multi-Agent Scenarios. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2017.8078519 QMRO: qmroHref Campo D, Baydoun M, Marcenaro L et al. (2017). Modeling and Classification of Trajectories Based on a Gaussian Process Decomposition into Discrete Components. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2017.8078495 QMRO: qmroHref WANG L, cavallaro A (2017). Time-frequency processing for sound source localization from a micro aerial vehicle. 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) DOI: 10.1109/ICASSP.2017.7952205 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19494 Abebe G, Cavallaro A (2017). Hierarchical modeling for first-person vision activity recognition. nameOfConference DOI: 10.1016/j.neucom.2017.06.015 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31983 Zhao L, Hansard M, Cavallaro A (2017). Layered Scene Models from Single Hazy Images. nameOfConference DOI: 10.1109/TVCG.2017.2708108 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/25263 Ma Y, Gao Y, Cavallaro A et al. (2017). Sparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White Space. nameOfConference DOI: 10.1109/TVT.2017.2694706 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/28648 Yao H, Cavallaro A, Bouwmans T et al. (publicationYear). Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance. nameOfConference DOI: 10.1109/tcsvt.2017.2669658 QMRO: qmroHref Qian X, Brutti A, Omologo M et al. (2017). 3D Audio-Visual Speaker Tracking with an Adaptive Particle Filter. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2017.7952686 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31989 Katragadda S, Regazzoni CS, Cavallaro A (2017). Average Consensus-Based Asynchronous Tracking. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2017.7952988 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31988 WANG L, cavallaro A (2017). Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles. nameOfConference DOI: 10.1109/JSEN.2017.2669262 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/19490 Sariyanidi E, Gunes H, Cavallaro A (2017). Learning Bases of Activity for Facial Expression Recognition. nameOfConference DOI: 10.1109/TIP.2017.2662237 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/22445 sariyanidi, Gunes, CAVALLARO A (2017). Biologically-Inspired Motion Encoding for Robust Global Motion Estimation. nameOfConference DOI: 10.1109/TIP.2017.2651394 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/22439 Sariyanidi E, Gunes H, Cavallaro A (2017). Chapter 12 The Role of Registration and Representation in Facial Affect Analysis. nameOfConference DOI: 10.1016/b978-0-12-801851-4.00012-4 QMRO: qmroHref San Miguel JC, Cavallaro A (2017). Efficient Estimation of Target Detection Quality. 2017 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2017.8296414 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/39726 SanMiguel JC, Cavallaro A (2017). Networked Computer Vision: The Importance of a Holistic Simulator. nameOfConference DOI: 10.1109/mc.2017.213 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31985 Nasrollahi K, Distante C, Hua G et al. (2017). Preface. nameOfConference DOI: doi QMRO: qmroHref Sariyanidi E, Gunes H, Cavallaro A (2016). Robust Registration of Dynamic Facial Sequences.. nameOfConference DOI: 10.1109/TIP.2016.2639448 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/23643 Khan A, Rinner B, Cavallaro A (2016). Cooperative Robots to Observe Moving Targets: Review. nameOfConference DOI: 10.1109/TCYB.2016.2628161 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31982 CAVALLARO A (2016). On-line cross-modal adaptation for audio-visual person identification with wearable cameras. nameOfConference DOI: doi QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/18966 Brutti A, Cavallaro A (2017). Online Cross-Modal Adaptation for AudioVisual Person Identification With Wearable Cameras. nameOfConference DOI: 10.1109/thms.2016.2620110 QMRO: qmroHref Sanchez-Matilla R, Poiesi F, Cavallaro A (2016). Online Multi-target Tracking with Strong and Weak Detections. nameOfConference DOI: 10.1007/978-3-319-48881-3_7 QMRO: qmroHref Muzaffar R, Yanmaz E, Bettstetter C et al. (2016). Application-Layer Rate-Adaptive Multicast Video Streaming over 802.11 for Mobile Devices. Proceedings of the 24th ACM international conference on Multimedia DOI: 10.1145/2964284.2967272 QMRO: qmroHref Battiato GE, Cavallaro A, Distante C (2016). Special issue on “Video analytics for audience measurement in retail and digital signage”. nameOfConference DOI: 10.1016/j.patrec.2016.07.004 QMRO: qmroHref Sarwar O, Rinner B, Cavallaro A (2016). Design Space Exploration for Adaptive Privacy Protection in Airborne Images. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2016.7738067 QMRO: qmroHref Wang L, Cavallaro A (2016). Ear in the Sky: Ego-Noise Reduction for Auditory Micro Aerial Vehicles. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2016.7738063 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/15430 Wang Y, Cavallaro A (2016). Prioritized Target Tracking with Active Collaborative Cameras. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2016.7738066 QMRO: qmroHref Abebe G, Cavallaro A, Parra X (2016). Robust multi-dimensional motion features for first-person vision activity recognition. nameOfConference DOI: 10.1016/j.cviu.2015.10.015 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/15962 Carlos SanMiguel J, Cavallaro A (2016). Energy Consumption Models for Smart Camera Networks. nameOfConference DOI: 10.1109/TCSVT.2016.2593598 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31984 Lawal IA, Poiesi F, Anguita D et al. (2017). Support Vector Motion Clustering. nameOfConference DOI: 10.1109/tcsvt.2016.2580401 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/13491 Wang L, Hon TK, Reiss JD et al. (2016). An Iterative Approach to Source Counting and Localization Using Two Distant Microphones. nameOfConference DOI: 10.1109/TASLP.2016.2533859 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/54055 WANG L, Reiss J, cavallaro A (2016). Over-Determined Source Separation and Localization Using Distributed Microphones. nameOfConference DOI: 10.1109/TASLP.2016.2573048 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/13191 Muzaffar R, Vukadinovic V, Cavallaro A (2016). Rate-Adaptive Multicast Video Streaming from Teams of Micro Aerial Vehicles. 2016 IEEE International Conference on Robotics and Automation (ICRA) DOI: 10.1109/icra.2016.7487250 QMRO: qmroHref Khalid O, SanMiguel JC, Cavallaro A (2017). Multi-Tracker Partition Fusion. nameOfConference DOI: 10.1109/tcsvt.2016.2542699 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/31986 Khalid O, Cavallaro A, Rinner B (2016). Detecting tracking errors via forecasting. Procedings of the British Machine Vision Conference 2016 DOI: 10.5244/c.30.140 QMRO: qmroHref Poiesi F, Cavallaro A (2016). Detection of fast incoming objects with a moving camera. Procedings of the British Machine Vision Conference 2016 DOI: 10.5244/c.30.146 QMRO: qmroHref Emberton S, Chittka L, Cavallaro A et al. (publicationYear). Sensor Capability and Atmospheric Correction in Ocean Colour Remote Sensing. nameOfConference DOI: 10.3390/rs8010001 QMRO: qmroHref Poiesi F, Cavallaro A (2015). Predicting and recognizing human interactions in public spaces. nameOfConference DOI: 10.1007/s11554-014-0428-8 QMRO: qmroHref Wang L, Hon T-K, Reiss JD et al. (2016). Self-Localization of Ad-Hoc Arrays Using Time Difference of Arrivals. nameOfConference DOI: 10.1109/tsp.2015.2498130 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/17626 Bano S, Cavallaro A, Parra X (2015). Gyro-based Camera-motion Detection in User-generated Videos. Proceedings of the 23rd ACM international conference on Multimedia DOI: 10.1145/2733373.2806336 QMRO: qmroHref Nguyen LNN, Rodríguez-Martín D, Català A et al. (2015). Basketball Activity Recognition using Wearable Inertial Measurement Units. Proceedings of the XVI International Conference on Human Computer Interaction DOI: 10.1145/2829875.2829930 QMRO: qmroHref Zhao L, HANSARD M, Cavallaro A (2015). Pop-up modelling of hazy scenes. International Conference on Image Analysis and Processing DOI: 10.1007/978-3-319-23231-7_28 QMRO: qmroHref Wang Y, Cavallaro A (2015). Coalition Formation for Distributed Tracking in Wireless Camera Networks. 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2015.7301756 QMRO: qmroHref Biresaw TA, Cavallaro A, Regazzonil CS (2015). Dynamic Bayesian Network Modeling for Self-and Cross-Correcting Tracking. 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) DOI: 10.1109/avss.2015.7301778 QMRO: qmroHref Hon T-K, Wang L, Reiss JD et al. (2015). Fine Landmark-Based Synchronization of Ad-Hoc Microphone Arrays. 2015 23rd European Signal Processing Conference (EUSIPCO) DOI: 10.1109/eusipco.2015.7362600 QMRO: qmroHref Bano S, Cavallaro A (2016). ViComp: composition of user-generated videos. nameOfConference DOI: 10.1007/s11042-015-2641-2 QMRO: qmroHref Li W, Song Y-Z, Cavallaro A (2015). Refining Graph Matching Using Inherent Structure Information. 2015 IEEE International Conference on Multimedia and Expo (ICME) DOI: 10.1109/icme.2015.7177409 QMRO: qmroHref Bano S, Cavallaro A (2015). Discovery and organization of multi-camera user-generated videos of the same event. nameOfConference DOI: 10.1016/j.ins.2014.08.026 QMRO: qmroHref Sariyanidi E, Gunes H, Cavallaro A (2015). Probabilistic Subpixel Temporal Registration for Facial Expression Analysis. nameOfConference DOI: 10.1007/978-3-319-16817-3_21 QMRO: qmroHref Katragadda S, Cavallaro A (2015). Neighbour Consensus for Distributed Visual Tracking. 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) DOI: 10.1109/issnip.2015.7106947 QMRO: qmroHref Tahir SF, Cavallaro A, Rinner B (2015). Re-identification with Multiple source-cameras. 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) DOI: 10.1109/issnip.2015.7106959 QMRO: qmroHref Poiesi F, Cavallaro A (2015). Self-Positioning of a Team of Flying Smart Cameras. 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) DOI: 10.1109/issnip.2015.7106943 QMRO: qmroHref SanMiguel JC, Cavallaro A (publicationYear). Cost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera Networks. nameOfConference DOI: 10.1109/jsen.2014.2367015 QMRO: qmroHref Biresaw TA, Cavallaro A, Regazzoni CS (2015). Correlation-based self-correcting tracking. nameOfConference DOI: 10.1016/j.neucom.2014.10.057 QMRO: qmroHref SanMiguel JC, Cavallaro A (2015). Temporal validation of Particle Filters for video tracking. nameOfConference DOI: 10.1016/j.cviu.2014.06.016 QMRO: qmroHref Hon TK, Wang L, Reiss JD et al. (2015). Audio Fingerprinting for Multi-Device Self-Localisation. nameOfConference DOI: 10.1109/TASLP.2015.2442417 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/11538 Poiesi F, Cavallaro A (2015). Distributed Vision-Based Flying Cameras to Film a Moving Target. 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros.2015.7353710 QMRO: qmroHref Emberton S, Chittka L, Cavallaro A (2015). Hierarchical rank-based veiling light estimation for underwater dehazing. Procedings of the British Machine Vision Conference 2015 DOI: 10.5244/c.29.125 QMRO: qmroHref Poiesi F, Cavallaro A (2015). MTTV - An Interactive Trajectory Visualization and Analysis Tool. Proceedings of the 6th International Conference on Information Visualization Theory and Applications DOI: 10.5220/0005311001570162 QMRO: qmroHref Khan A, Rinner B, Cavallaro A (2015). Multiscale Observation of Multiple Moving Targets Using Micro Aerial Vehicles. 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) DOI: 10.1109/iros.2015.7354038 QMRO: qmroHref Sariyanidi E, Gunes H, Cavallaro A (2015). Probabilistic subpixel temporal registration for facial expression analysis. nameOfConference DOI: 10.1007/978-3-319-22885-3_29 QMRO: qmroHref Akgun T, Attwood C, Cavallaro A et al. (2014). Towards Cognitive and Perceptive Video Systems. nameOfConference DOI: 10.1007/978-3-319-10807-0_1 QMRO: qmroHref Katragadda S, SanMiguel JC, Cavallaro A (2014). The costs of fusion in smart camera networks. Proceedings of the International Conference on Distributed Smart Cameras DOI: 10.1145/2659021.2659032 QMRO: qmroHref Sariyanidi E, Gunes H, Cavallaro A (2015). Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition. nameOfConference DOI: 10.1109/tpami.2014.2366127 QMRO: qmroHref Katragadda S, Sanmiguel JC, Cavallaro A (2014). Consensus protocols for distributed tracking in wireless camera networks. nameOfConference DOI: doi QMRO: qmroHref Nawaz T, Poiesi F, Cavallaro A (2014). Assessing Tracking Assessment Measures. 2014 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2014.7025088 QMRO: qmroHref Nawaz T, Cavallaro A, Rinner B (2014). Trajectory Clustering for Motion Pattern Extraction in Aerial Videos. 2014 IEEE International Conference on Image Processing (ICIP) DOI: 10.1109/icip.2014.7025203 QMRO: qmroHref Biresaw TA, Cavallaro A, Regazzoni CS (2015). Tracker-Level Fusion for Robust Bayesian Visual Tracking. nameOfConference DOI: 10.1109/tcsvt.2014.2360027 QMRO: qmroHref Poiesi F, Cavallaro A (2015). Tracking Multiple High-Density Homogeneous Targets. nameOfConference DOI: 10.1109/tcsvt.2014.2344509 QMRO: qmroHref Tahir SF, Cavallaro A (2014). Low-Cost Multi-Camera Object Matching. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2014.6854931 QMRO: qmroHref Del Coco M, Cavallaro A (2014). Parallel Particle-PHD Filter. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) DOI: 10.1109/icassp.2014.6854872 QMRO: qmroHref Llagostera Casanovas A, Cavallaro A (2015). Audio-visual events for multi-camera synchronization. nameOfConference DOI: 10.1007/s11042-014-1872-y QMRO: qmroHref Nawaz T, Poiesi F, Cavallaro A (2014). Assessing tracking assessment measures. nameOfConference DOI: 10.1109/ICIP.2014.7025088 QMRO: qmroHref Zini L, Odone F, Cavallaro A (2014). Multiview Matching of Articulated Objects. nameOfConference DOI: 10.1109/tcsvt.2014.2302547 QMRO: https://uat2-qmro.qmul.ac.uk/xmlui/handle/123456789/6697 Poiesi F, Cavallaro A (2014). Chapter 19 Multi-Target Tracking in Video. nameOfConference DOI: 10.1016/b978-0-12-396501-1.00019-4 QMRO: qmroHref Tahir SF, Cavallaro A (2014). Cost-effective features for reidentification in camera networks. nameOfConference DOI: 10.1109/TCSVT.2014.2305511 QMRO: qmroHref Nawaz T, Poiesi F, Cavallaro A (2014). Measures of Effective Video Tracking. nameOfConference DOI: 10.1109/TIP.2013.2288578 QMRO: qmroHref Distante C, Battiato S, Cavallaro A (2014). Preface. nameOfConference DOI: doi QMRO: qmroHref Chen F, De Vleeschouwer C, Cavallaro A (2014). Resource Allocation for Personalized Video Summarization. nameOfConference DOI: 10.1109/TMM.2013.2291967 QMRO: qmroHref SanMiguel JC, Shoop K, Cavallaro A et al. (2014). Self-Reconfigurable Smart Camera Networks. nameOfConference DOI: 10.1109/MC.2014.133 QMRO: qmroHref Mohedano R, Cavallaro A, García N (2013). Camera Localization using Trajectories and Maps.. nameOfConference DOI: 10.1109/TPAMI.2013.243 QMRO: qmroHref Atrey PK, Kankanhalli MS, Cavallaro A (2013). Preface. nameOfConference DOI: 10.1007/978-3-642-41512-8 QMRO: qmroHref Babaguchi N, Cavallaro A, Chellappa R et al. (2013). Guest editorial special issue on intelligent video surveillance for public security and personal privacy. nameOfConference DOI: 10.1109/TIFS.2013.2279945 QMRO: qmroHref Mazzon R, Poiesi F, Cavallaro A (2013). Detection and tracking of groups in crowd. 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance DOI: 10.1109/avss.2013.6636640 QMRO: qmroHref Chen F, Cavallaro A (2013). Detecting Group Interactions by Online Association of Trajectory Data. 2013 IEEE International Conference on Acoustics, Speech and Signal Processing DOI: 10.1109/icassp.2013.6637953 QMRO: qmroHref Daniyal F, Cavallaro A (2013). View Selection. nameOfConference DOI: 10.1002/9781118583593.ch21 QMRO: qmroHref Nawaz T, Cavallaro A (2013). A protocol for evaluating video trackers under real-world conditions.. nameOfConference DOI: 10.1109/TIP.2012.2228497 QMRO: qmroHref Zini L, Cavallaro A, Odone F (2013). Action-Based Multi-Camera Synchronization. nameOfConference DOI: 10.1109/JETCAS.2013.2256754 QMRO: qmroHref Targon V, Cavallaro A (2013). Distributed Measurement Selection for Energy-efficient Radio Tracking. nameOfConference DOI: doi QMRO: qmroHref Adami N, Cavallaro A, Leonardi R et al. (2013). Lecture Notes in Electrical Engineering: Preface. nameOfConference DOI: doi QMRO: qmroHref Sariyanidi E, Gunes H, Gökmen M et al. (2013). Local Zernike Moment Representation for Facial Affect Recognition. Procedings of the British Machine Vision Conference 2013 DOI: 10.5244/c.27.108 QMRO: qmroHref Mazzon R, Cavallaro A (2013). Multi-camera tracking using a Multi-Goal Social Force Model. nameOfConference DOI: 10.1016/j.neucom.2011.09.038 QMRO: qmroHref Poiesi F, Mazzon R, Cavallaro A (2013). Multi-target tracking on confidence maps: An application to people tracking. nameOfConference DOI: 10.1016/j.cviu.2012.08.008 QMRO: qmroHref Taj M, Cavallaro A (2013). Simultaneous Detection and Tracking with Multiple Cameras. nameOfConference DOI: 10.1007/978-3-642-28661-2_8 QMRO: qmroHref Babaguchi N, Cavallaro A, Chellappa R et al. (2013). Special Issue on Intelligent Video Surveillance for Public Security and Personal Privacy. nameOfConference DOI: 10.1109/TIFS.2013.2279945 QMRO: qmroHref Borges PVK, Conci N, Cavallaro A (2013). Video-Based Human Behavior Understanding: A Survey. nameOfConference DOI: 10.1109/TCSVT.2013.2270402 QMRO: qmroHref Cavallaro A, Kwasinski A (publicationYear). Columns and Forum [From the Editors]. nameOfConference DOI: 10.1109/msp.2012.2226511 QMRO: qmroHref Kayumbi G, Mazzeo PL, Cavallaro A (2012). Error Propagation in Multi-Camera Tracking. 2012 Eighth International Conference on Signal Image Technology and Internet Based Systems DOI: 10.1109/sitis.2012.57 QMRO: qmroHref García-Martín Á, Cavallaro A, Martínez JM (2012). PEOPLE-BACKGROUND SEGMENTATION WITH UNEQUAL ERROR COST. 2012 19th IEEE International Conference on Image Processing DOI: 10.1109/icip.2012.6466819 QMRO: qmroHref SanMiguel JC, Cavallaro A, Martínez JM (2012). 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Hybrid Particle Filter and Mean Shift tracker with adaptive transition model. nameOfConference DOI: 10.1109/ICASSP.2005.1415381 QMRO: qmroHref Maggio E, Cavallaro A (2005). Hybrid particle filter and mean shift tracker with adaptive transition model. nameOfConference DOI: 10.1109/icassp.2005.1415381 QMRO: qmroHref Cavallaro A (2005). Image analysis and computer vision for undergraduates. nameOfConference DOI: 10.1109/ICASSP.2005.1416369 QMRO: qmroHref Maggio E, Cavallaro A (2005). Multi-Part Target Representation for Color Tracking. IEEE International Conference on Image Processing 2005 DOI: 10.1109/icip.2005.1529854 QMRO: qmroHref Maggio E, Cavallaro A (2005). Multi-part target representation for color tracking. nameOfConference DOI: doi QMRO: qmroHref Steiger O, Ebrahimi T, Cavallaro A (2005). Surveillance video for mobile devices. nameOfConference DOI: 10.1109/AVSS.2005.1577340 QMRO: qmroHref CAVALLARO A (2005). Universal Multimedia Access: accessing information anywhere, anytime. nameOfConference DOI: doi QMRO: qmroHref Cavallaro A, Salvador E, Ebrahimi T (2004). Detecting shadows in image sequences. nameOfConference DOI: doi QMRO: qmroHref CAVALLARO A (2004). Adding Privacy Constraints to Video-based Applications. European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, London DOI: doi QMRO: qmroHref Salvador E, Cavallaro A, Ebrahimi T (2004). Cast shadow segmentation using invariant color features. nameOfConference DOI: 10.1016/j.cviu.2004.03.008 QMRO: qmroHref Salvador E, Cavallaro A, Ebrahimi T (2004). Cast shadow segmentation using invariant colour features. nameOfConference DOI: 10.1016/j.cviu.2004.03.008 QMRO: qmroHref CAVALLARO A, EBRAHIMI T, SALVADOR E (2004). Rule-based Analysis for Shadow Recognition. nameOfConference DOI: doi QMRO: qmroHref Cavallaro A, Ebrahimi T (2004). Interaction between high-level and low-level image analysis for semantic video object extraction. nameOfConference DOI: 10.1155/S1110865704402157 QMRO: qmroHref CAVALLARO A, Frossard P, Vandergheynst P et al. (2004). Scalable Colour Image Coding with Matching Pursuit. Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing DOI: doi QMRO: qmroHref CAVALLARO A, Ebrahimi T, Salvador E (2004). Shadow Detection in Image Sequences. Proc. of IEE Conference on Visual Media Production (CVMP), London DOI: doi QMRO: qmroHref Ventura RMFI, Vandergheynst P, Frossard P et al. (2004). Color image scalable coding with matching pursuit. nameOfConference DOI: 10.1109/icassp.2004.1326479 QMRO: qmroHref Cavallaro A, Steiger O, Ebrahimi T (2004). Perceptual prefiltering for video coding. nameOfConference DOI: 10.1109/isimp.2004.1434113 QMRO: qmroHref Cavallaro A, Winkler S (2004). Segmentation-driven perceptual quality metrics. nameOfConference DOI: 10.1109/icip.2004.1421881 QMRO: qmroHref Cavallaro A, Ebrahimi T (2003). Classification of change detection algorithms for object-based applications. nameOfConference DOI: 10.1142/9789812704337_0024 QMRO: qmroHref Cavallaro A, Ebrahimi T (2003). Object-based video: extraction tools, evaluation metrics and applications. nameOfConference DOI: 10.1117/12.509853 QMRO: qmroHref Cavallaro A, Steiger O, Ebrahimi T (2003). Semantic segmentation and description for video transcoding. nameOfConference DOI: 10.1109/icme.2003.1221382 QMRO: qmroHref Salvador E, Cavallaro A, Rahimi TE (2003). Spatio-temporal shadow segmentation and tracking. nameOfConference DOI: 10.1117/12.476523 QMRO: qmroHref CAVALLARO A, Ebrahimi T, Steiger O (2002). Multiple Video Object Tracking in Complex Scenes. Proc. of ACM Multimedia 2002, Juan les Pins (France) DOI: 10.1145/641007.641115 QMRO: qmroHref Cavallaro A, Ebrahimi T (2002). Accurate video object segmentation through change detection. nameOfConference DOI: 10.1109/ICME.2002.1035814 QMRO: qmroHref Cavallaro A (2002). From visual information to knowledge: semantic video object segmentation, tracking and description. nameOfConference DOI: doi QMRO: qmroHref Steiger O, Cavallaro A, Ebrahimi T (2002). MPEG-7 description of generic video objects for scene reconstruction. nameOfConference DOI: 10.1117/12.453017 QMRO: qmroHref Cavallaro A, Gelasca ED, Ebrahimi T (2002). Objective evaluation of segmentation quality using spatio-temporal context. nameOfConference DOI: 10.1109/icip.2002.1038965 QMRO: qmroHref Ziliani F, Cavallaro A (2001). Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection. nameOfConference DOI: doi QMRO: qmroHref Ziliani F, Cavallaro A (2001). Image analysis for video surveillance based on spatial regularization of a statistical model-based change detection. nameOfConference DOI: 10.1006/rtim.2000.0208 QMRO: qmroHref CAVALLARO A, Macq B, Ebrahimi T et al. (2001). Segmenting Moving Objects: the MODEST Video Object Kernel. Proc. of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2001) [invited paper] DOI: doi QMRO: qmroHref CAVALLARO A, Ebrahimi T (2001). Change Detection Based on Color Edges. Proc. of IEEE International Symposium on Circuits and Systems (ISCAS-2001), Sydney, Australia DOI: 10.1109/ISCAS.2001.921026 QMRO: qmroHref CAVALLARO A, Ebrahimi T, Ziliani F et al. (2001). Automatic and Interactive Segmentation of Video Sequences. nameOfConference DOI: 10.1142/9789812776266_0051 QMRO: qmroHref Castagno R, Cavallaro A, Ziliani F et al. (2001). Non Linear Model-based Image/Video Processing and Analysis. nameOfConference DOI: doi QMRO: qmroHref Salvador E, Cavallaro A, Ebrahimi T (2001). Shadow identification and classification using invariant color models. nameOfConference DOI: 10.1109/icassp.2001.941227 QMRO: qmroHref Cavallaro A, Ebrahimi T (2001). Video object extraction based on adaptive background and statistical change detection. nameOfConference DOI: 10.1117/12.411823 QMRO: qmroHref Cavallaro A, Ziliani F (2000). Image Analysis for Advanced Video Surveillance. nameOfConference DOI: doi QMRO: qmroHref Cavallaro A, Ziliani F, Castagno R et al. (2000). Vehicle extraction based on focus of attention, multi feature segmentation and tracking. nameOfConference DOI: doi QMRO: qmroHref Abreu B, Botelho L, Cavallaro A et al. (2000). Video-Based Multi-Agent Traffic Surveillance System. nameOfConference DOI: doi QMRO: qmroHref Piscaglia P, Cavallaro A, Bonnet M et al. (1999). High Level Descriptors of Video Surveillance Sequences. nameOfConference DOI: 10.1007/3-540-48757-3_22 QMRO: qmroHref Ziliani F, Cavallaro A (1999). Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection. nameOfConference DOI: 10.1109/ICIAP.1999.797749 QMRO: qmroHref CAVALLARO A, Marsi S, Sicuranza G (1998). A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition. nameOfConference DOI: doi QMRO: qmroHref Cavallaro A, Marsi S, Sicuranza GL (1998). Signal Analysis and Prediction. nameOfConference DOI: doi QMRO: qmroHref Cavallaro A, Marsi S, Sicuranza GL (1997). A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Structure. First European Conference on Signal Analysis and Prediction (ECSAP) DOI: doi QMRO: qmroHref Cavallaro A (1996). Video Compression based on Non Linear Techniques. nameOfConference DOI: doi QMRO: qmroHref