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Institute of Applied Data Science

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Professor Andrea Cavallaro

Andrea Cavallaro

Professor in Multimedia Signal Processing & Turing Fellow

School of Electronic Engineering and Computer Science
Peter Landin Building, School of Electronic Engineering and Computer Science
020 7882 5165

www.eecs.qmul.ac.uk/profiles/cavallaroandrea.html

Research

Camera networks, Target detection and tracking, Behaviour and identity recognition, Bayesian visual tracking

Interests

Professor Andrea Cavallaro is Principal investigator on a new project funded by the Alan Turing Institute: 'Privacy-preserving Multimodal Learning for Activity Recognition' (PRIMULA).

PRIMULA will study, design and validate efficient on-device models from multimodal sensor available on a body camera for privacy preserving aggregation, processing and interpretation. The study and analysis of novel algorithms and techniques will enable us to deepen the scientific understanding of the core problems in the rapidly emerging landscape and application domains of body cameras.

Professor Cavallaro is Area Editor for the IEEE Signal Processing Magazine and Associate Editor for the IEEE Transactions on Image Processing. He is an elected member of the IEEE Signal Processing Society, Image, Video, and Multidimensional Signal Processing Technical Committee, and chair of its Awards committee. He served as an elected member of the IEEE Signal Processing Society, Multimedia Signal Processing Technical Committee, as Associate Editor for the IEEE Transactions on Multimedia and the IEEE Transactions on Signal Processing, and as Guest Editor for seven international journals. He has published more than 130 journal and conference papers and three edited books and main research interests are image and video analysis, video compression and visual information description.

Publications

Publications of specific relevance to Applied Data Science

2021

Qian X, Brutti A, Lanz O, Omologo M and Cavallaro A (2021). Audio-visual tracking of concurrent speakers. Ieee Transactions On Multimedia  vol. PP, (99) 1-1. 10.1109/tmm.2021.3061800
Lakhal MI, Boscaini D, Poiesi F, Lanz O and Cavallaro A (2021). Novel-View Human Action Synthesis. 10.1007/978-3-030-69538-5_26
Zhou K, Yang Y, Cavallaro A and Xiang T (2021). Learning Generalisable Omni-Scale Representations for Person Re-Identification. Ieee Transactions On Pattern Analysis and Machine Intelligence  10.1109/TPAMI.2021.3069237

2020

Wang L and Cavallaro A (2020). Deep learning assisted time-frequency processing for speech enhancement on drones. Institute of Electrical and Electronics Engineers  Ieee Transactions On Emerging Topics in Computational Intelligence  10.1109/TETCI.2020.3014934
Wang L and Cavallaro A (2020). A blind source separation framework for ego-noise reduction on multi-rotor drones. Ieee/Acm Transactions On Audio Speech and Language Processing  vol. 28, 2523-2537. 10.1109/taslp.2020.3015027
Modas A, Sanchez-Matilla R, Frossard P and Cavallaro A (2020). Toward Robust Sensing for Autonomous Vehicles. Institute of Electrical and Electronics Engineers  Ieee: Signal Processing Magazine  vol. 37, (4) 14-23. 10.1109/msp.2020.2985363
Cross MS and Cavallaro A (2020). Privacy as a Feature for Body-Worn Cameras. Institute of Electrical and Electronics Engineers  Ieee: Signal Processing Magazine  vol. 37, (4) 145-148. 10.1109/msp.2020.2989686
Tadesse GA, Bent O, Marcenaro L, Weldemariam K and Cavallaro A (2020). Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions]. Ieee Signal Processing Magazine  vol. 37, (3) 168-172. 10.1109/msp.2020.2976158
Sanchez-Matilla R, Chatzilygeroudis K, Modas A, Duarte NF, Xompero A, Frossard P, Billard A and Cavallaro A (2020). Benchmark for Human-to-Robot Handovers of Unseen Containers with Unknown Filling. Institute of Electrical and Electronics Engineers  Ieee Robotics and Automation Letters  vol. 5, (2) 1642-1649. 10.1109/LRA.2020.2969200
Sanchez-Matilla R, Li CY, Shahin Shamsabad A, Mazzon R and Cavallaro A (2020). Exploiting vulnerabilities of deep neural networks for privacy protection. Institute of Electrical and Electronics Engineers (Ieee)  Ieee Transactions On Multimedia  1-1. 10.1109/tmm.2020.2987694
Shamsabadi AS, Gascon A, Haddadi H and Cavallaro A (2020). PrivEdge: From Local to Distributed Private Training and Prediction. Institute of Electrical and Electronics Engineers  Ieee Transactions On Information Forensics and Security  vol. 15, 3819-3831. 10.1109/TIFS.2020.2988132
Oh C and Cavallaro A (2020). View-Action Representation Learning for Active First-Person Vision. Institute of Electrical and Electronics Engineers  Ieee Transactions On Circuits and Systems For Video Technology  1-1. 10.1109/tcsvt.2020.2987562
Malekzadeh M, Clegg RG, Cavallaro A and Haddadi H (2020). Privacy and utility preserving sensor-data transformations. Elsevier  Pervasive and Mobile Computing  vol. 63, 10.1016/j.pmcj.2020.101132
Xompero A, Lanz O and Cavallaro A (2020). A Spatio-Temporal Multi-Scale Binary Descriptor. Ieee Transactions On Image Processing  vol. 29, 4362-4375. 10.1109/TIP.2020.2965277
Muzaffar R, Yanmaz E, Raffelsberger C, Bettstetter C and Cavallaro A (2020). Live multicast video streaming from drones: an experimental study. Autonomous Robots  vol. 44, (1) 75-91. 10.1007/s10514-019-09851-6
Sanchez-Matilla R and Cavallaro A (2020). Motion Prediction for First-Person Vision Multi-object Tracking. 10.1007/978-3-030-66823-5_29

2019

Rajan V, Brutti A and Cavallaro A (2019). ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation. Ieee Signal Processing Letters  vol. 26, (11) 1668-1672. 10.1109/LSP.2019.2944004
Su Z, Fang Q, Wang H, Mehrotra S, Begen AC, Ye Q and Cavallaro A (2019). Guest editorial trustworthiness in social multimedia analytics and delivery. Ieee Transactions On Multimedia  vol. 21, (3) 537-538. 10.1109/TMM.2019.2899279
QIAN X, Brutti A, Lanz O, Omologo M and CAVALLARO A (2019). Multi-speaker tracking from an audio-visual sensing device. Institute of Electrical and Electronics Engineers  Ieee Transactions On Multimedia  10.1109/TMM.2019.2902489
Sarwar O, Rinner B and Cavallaro A (2019). A Privacy-Preserving Filter for Oblique Face Images Based on Adaptive Hopping Gaussian Mixtures. Ieee Access  vol. 7, 142623-142639. 10.1109/ACCESS.2019.2944861
Portêlo A, Cavallaro A, Barata C and Marques JS (2019). Description and Recognition of Activity Patterns Using Sparse Vector Fields. 10.1007/978-3-030-31332-6_21

2018

Cavallaro A and Brutti A (2018). Audio-visual learning for body-worn cameras. Multimodal Behavior Analysis in The Wild: Advances and Challenges.  10.1016/B978-0-12-814601-9.00014-6
Ahmed S, Hansard M and Cavallaro A (2018). Constrained optimization for plane-based stereo. Ieee Transactions On Image Processing  vol. 27, (8) 3870-3882. 10.1109/TIP.2018.2823543
WANG L and CAVALLARO A (2018). Acoustic Sensing From a Multi-Rotor Drone. Institute of Electrical and Electronics Engineers  Ieee Sensors Journal  10.1109/JSEN.2018.2825879
Matthews T, Osorio D, Cavallaro A and Chittka L (2018). The Importance of Spatial Visual Scene Parameters in Predicting Optimal Cone Sensitivities in Routinely Trichromatic Frugivorous Old-World Primates. Front Comput Neurosci  vol. 12, 15-15. 10.3389/fncom.2018.00015
WANG L and CAVALLARO A (2018). Pseudo-determined blind source separation for ad-hoc microphone networks. Institute of Electrical and Electronics Engineers  Ieee/Acm Transactions On Audio, Speech and Language Processing  10.1109/TASLP.2018.2803263
Mohedano R, Cavallaro A and Garciá N (2018). A hierarchical approach to sensor network calibration by joint refinement of sensor pose and object trajectories. Ieee Sensors Journal  vol. 18, (1) 413-427. 10.1109/JSEN.2017.2765630
Conci N, Bisagno N and Cavallaro A (2018). On Modeling and Analyzing Crowds From Videos. Computer Vision For Assistive Healthcare  10.1016/B978-0-12-813445-0.00011-3

2017

Lawal IA, Poiesi F, Anguita D and Cavallaro A (2017). Support vector motion clustering. Ieee Transactions On Circuits and Systems For Video Technology  vol. 27, (11) 2395-2408. 10.1109/TCSVT.2016.2580401
EMBERTON S, Chittka L and Cavallaro A (2017). Underwater image and video dehazing with pure haze region segmentation. Elsevier  Computer Vision and Image Understanding  10.1016/j.cviu.2017.08.003
Khalid OU, Sanmiguel JC and Cavallaro A (2017). Multi-Tracker Partition Fusion. Ieee Transactions On Circuits and Systems For Video Technology  vol. 27, (7) 1527-1539. 10.1109/TCSVT.2016.2542699
Abebe G and Cavallaro A (2017). Hierarchical modeling for first-person vision activity recognition. Neurocomputing  vol. 267, 362-377. 10.1016/j.neucom.2017.06.015
Zhao L, Hansard M and Cavallaro A (2017). Layered Scene Models from Single Hazy Images. Ieee Explore  Ieee Transactions On Visualization and Computer Graphics  vol. Early online, 1-1. 10.1109/TVCG.2017.2708108
Ma Y, Gao Y, Cavallaro A, Parini CG, Zhang W and Liang Y-C (2017). Sparsity Independent Sub-Nyquist Rate Wideband Spectrum Sensing on Real-Time TV White Space. Ieee Transactions On Vehicular Technology  vol. 66, (10) 8784-8794. 10.1109/TVT.2017.2694706
Sariyanidi E, Gunes H and Cavallaro A (2017). The Role of Registration and Representation in Facial Affect Analysis. Emotions and Affect in Human Factors and Human-Computer Interaction  10.1016/B978-0-12-801851-4.00012-4
Yao H, Cavallaro A, Bouwmans T and Zhang Z (2017). Guest Editorial Introduction to the Special Issue on Group and Crowd Behavior Analysis for Intelligent Multicamera Video Surveillance. Ieee Transactions On Circuits and Systems For Video Technology  vol. 27, (3) 405-408. 10.1109/TCSVT.2017.2669658
WANG L and cavallaro A (2017). Microphone-array ego-noise reduction algorithms for auditory micro aerial vehicles. Institute of Electrical and Electronics Engineers  Ieee Sensors Journal  10.1109/JSEN.2017.2669262
Brutti A and Cavallaro A (2017). Online Cross-Modal Adaptation for Audio-Visual Person Identification with Wearable Cameras. Ieee Transactions On Human-Machine Systems  vol. 47, (1) 40-51. 10.1109/THMS.2016.2620110
Sariyanidi E, Gunes H and Cavallaro A (2017). Learning Bases of Activity for Facial Expression Recognition. Ieee Transactions On Image Processing  vol. 26, (4) 1965-1978. 10.1109/TIP.2017.2662237
sariyanidi , Gunes and CAVALLARO A (2017). Biologically-Inspired Motion Encoding for Robust Global Motion Estimation. Institute of Electrical and Electronics Engineers  Ieee Transactions On Image Processing  10.1109/TIP.2017.2651394
Sanmiguel JC and Cavallaro A (2017). Networked computer vision: The importance of a holistic simulator. Computer  vol. 50, (7) 35-43. 10.1109/MC.2017.213
Nasrollahi K, Distante C, Hua G, Cavallaro A, Moeslund TB, Battiato S and Ji Q (2017). Preface.

2016

Sariyanidi E, Gunes H and Cavallaro A (2016). Robust Registration of Dynamic Facial Sequences. Ieee Trans Image Process  vol. 26, (4) 1708-1722. 10.1109/TIP.2016.2639448
Khan A, Rinner B and Cavallaro A (2016). Cooperative Robots to Observe Moving Targets: Review. Ieee Transactions On Cybernetics  vol. 48, (1) 187-198. 10.1109/TCYB.2016.2628161
CAVALLARO A (2016). On-line cross-modal adaptation for audio-visual person identification with wearable cameras. Ieee Transactions On Human-Machine Systems 
Battiato GES, Cavallaro A and Distante C (2016). Special issue on “Video analytics for audience measurement in retail and digital signage”. Pattern Recognition Letters  vol. 81, 1-2. 10.1016/j.patrec.2016.07.004
Abebe G, Cavallaro A and Parra X (2016). Robust multi-dimensional motion features for first-person vision activity recognition. Computer Vision and Image Understanding  vol. 149, 229-248. 10.1016/j.cviu.2015.10.015
Carlos SanMiguel J and Cavallaro A (2016). Energy Consumption Models for Smart Camera Networks. Ieee Transactions On Circuits and Systems For Video Technology  vol. 27, (12) 2661-2674. 10.1109/TCSVT.2016.2593598
Bano S and Cavallaro A (2016). ViComp: composition of user-generated videos. Multimedia Tools and Applications  vol. 75, (12) 7187-7210. 10.1007/s11042-015-2641-2
Wang L, Hon TK, Reiss JD and Cavallaro A (2016). An Iterative Approach to Source Counting and Localization Using Two Distant Microphones. Ieee/Acm Transactions On Audio Speech and Language Processing  vol. 24, (6) 1079-1093. 10.1109/TASLP.2016.2533859
WANG L, Reiss J and cavallaro A (2016). Over-Determined Source Separation and Localization Using Distributed Microphones. Institute of Electrical and Electronics Engineers (Ieee)  Ieee/Acm Transactions On Audio, Speech and Language Processing  10.1109/TASLP.2016.2573048
Wang L, Hon TK, Reiss JD and Cavallaro A (2016). Self-localization of ad-hoc arrays using time difference of arrivals. Ieee Transactions On Signal Processing  vol. 64, (4) 1018-1033. 10.1109/TSP.2015.2498130
Emberton S, Chittka L, Cavallaro A and Wang M (2016). Sensor capability and atmospheric correction in ocean colour remote sensing. Remote Sensing  vol. 8, (1) 10.3390/rs8010001

2015

Poiesi F and Cavallaro A (2015). Predicting and recognizing human interactions in public spaces. Journal of Real-Time Image Processing  vol. 10, (4) 785-803. 10.1007/s11554-014-0428-8
Sariyanidi E, Gunes H and Cavallaro A (2015). Automatic analysis of facial affect: A survey of registration, representation, and recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence  vol. 37, (6) 1113-1133. 10.1109/TPAMI.2014.2366127
SanMiguel JC and Cavallaro A (2015). Cost-Aware Coalitions for Collaborative Tracking in Resource-Constrained Camera Networks. Ieee Sensors Journal  vol. 15, (5) 2657-2668. 10.1109/JSEN.2014.2367015
Biresaw TA, Cavallaro A and Regazzoni CS (2015). Tracker-level fusion for robust bayesian visual tracking. Ieee Transactions On Circuits and Systems For Video Technology  vol. 25, (5) 776-789. 10.1109/TCSVT.2014.2360027
Poiesi F and Cavallaro A (2015). Tracking multiple high-density homogeneous targets. Ieee Transactions On Circuits and Systems For Video Technology  vol. 25, (4) 623-637. 10.1109/TCSVT.2014.2344509
Llagostera Casanovas A and Cavallaro A (2015). Audio-visual events for multi-camera synchronization. Multimedia Tools and Applications  vol. 74, (4) 1317-1340. 10.1007/s11042-014-1872-y
Bano S and Cavallaro A (2015). Discovery and organization of multi-camera user-generated videos of the same event. Information Sciences  vol. 302, 108-121. 10.1016/j.ins.2014.08.026
Sanmiguel JC and Cavallaro A (2015). Temporal validation of Particle Filters for video tracking. Computer Vision and Image Understanding  vol. 131, 42-55. 10.1016/j.cviu.2014.06.016
Biresaw TA, Cavallaro A and Regazzoni CS (2015). Correlation-based self-correcting tracking. Neurocomputing  vol. 152, 345-358. 10.1016/j.neucom.2014.10.057
Hon TK, Wang L, Reiss JD and Cavallaro A (2015). Audio Fingerprinting for Multi-Device Self-Localisation. Ieee Transactions On Audio, Speech and Language Processing  vol. 23, 1623-1636. 10.1109/TASLP.2015.2442417

2014

Zini L, Odone F and Cavallaro A (2014). Multiview matching of articulated objects. Ieee Transactions On Circuits and Systems For Video Technology  vol. 24, (11) 1920-1934. 10.1109/TCSVT.2014.2302547
Poiesi F and Cavallaro A (2014). Predicting and recognizing human interactions in public spaces. Journal of Real-Time Image Processing  10.1007/s11554-014-0428-8
SanMiguel JC, Shoop K, Cavallaro A, Micheloni C and Foresti GL (2014). Self-Reconfigurable Smart Camera Networks. Computer  vol. 47, (5) 67-73. 10.1109/MC.2014.133
Chen F, De Vleeschouwer C and Cavallaro A (2014). Resource Allocation for Personalized Video Summarization. Ieee Transactions On Multimedia  vol. 16, (2) 455-469. 10.1109/TMM.2013.2291967
Nawaz T, Poiesi F and Cavallaro A (2014). Measures of Effective Video Tracking. Ieee Transactions On Image Processing  vol. 23, (1) 376-388. 10.1109/TIP.2013.2288578
Tahir SF and Cavallaro A (2014). Cost-effective features for reidentification in camera networks. Ieee Transactions On Circuits and Systems For Video Technology  vol. 24, (8) 1362-1374. 10.1109/TCSVT.2014.2305511
Akgun T, Attwood C, Cavallaro A, Poiesi F, Fabre C and Szczuko P (2014). Towards cognitive and perceptive video systems. Human Behavior Understanding in Networked Sensing: Theory and Applications of Networks of Sensors  10.1007/978-3-319-10807-0_1
Poiesi F and Cavallaro A (2014). Chapter 19 Multi-Target Tracking in Video. Academic Press Library in Signal Processing: Volume 4 - Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Spee  10.1016/b978-0-12-396501-1.00019-4

2013

Mohedano R, Cavallaro A and García N (2013). Camera Localization using Trajectories and Maps. Ieee Trans Pattern Anal Mach Intell  10.1109/TPAMI.2013.243
Borges PVK, Conci N and Cavallaro A (2013). Video-Based Human Behavior Understanding: A Survey. Ieee Transactions On Circuits and Systems For Video Technology  vol. 23, (11) 1993-2008. 10.1109/TCSVT.2013.2270402
Atrey PK, Kankanhalli MS and Cavallaro A (2013). Preface. 10.1007/978-3-642-41512-8
Babaguchi N, Cavallaro A, Chellappa R, Dufaux F and Wang L (2013). Special Issue on Intelligent Video Surveillance for Public Security and Personal Privacy. Ieee Transactions On Information Forensics and Security  vol. 8, (10) 1559-1561. 10.1109/TIFS.2013.2279945
Poiesi F, Mazzon R and Cavallaro A (2013). Multi-target tracking on confidence maps: An application to people tracking. Computer Vision and Image Understanding  vol. 117, (10) 1257-1272. 10.1016/j.cviu.2012.08.008
Babaguchi N, Cavallaro A, Chellappa R, Dufaux F and Wang L (2013). Guest editorial special issue on intelligent video surveillance for public security and personal privacy. Ieee Transactions On Information Forensics and Security  vol. 8, (10) 1559-1561. 10.1109/TIFS.2013.2279945
Zini L, Cavallaro A and Odone F (2013). Action-Based Multi-Camera Synchronization. Ieee Journal On Emerging and Selected Topics in Circuits and Systems  vol. 3, (2) 165-174. 10.1109/JETCAS.2013.2256754
Daniyal F and Cavallaro A (2013). View Selection. Emerging Technologies For 3d Video: Creation, Coding, Transmission and Rendering  10.1002/9781118583593.ch21
Nawaz T and Cavallaro A (2013). A protocol for evaluating video trackers under real-world conditions. Ieee Trans Image Process  vol. 22, (4) 1354-1361. 10.1109/TIP.2012.2228497
Mazzon R and Cavallaro A (2013). Multi-camera tracking using a Multi-Goal Social Force Model. Neurocomputing  vol. 100, 41-50. 10.1016/j.neucom.2011.09.038
Taj M and Cavallaro A (2013). Simultaneous detection and tracking with multiple cameras. 10.1007/978-3-642-28661-2_8
Cavallaro A and Kwasinski A (2013). Columns and forum. Ieee Signal Processing Magazine  vol. 30, (1) 10.1109/MSP.2012.2226511
Adami N, Cavallaro A, Leonardi R and Migliorati P (2013). Lecture Notes in Electrical Engineering: Preface.

2012

Mazzon R, Tahir SF and Cavallaro A (2012). Person re-identification in crowd. Pattern Recognition Letters  vol. 33, (14) 1828-1837. 10.1016/j.patrec.2012.02.014
Salti S, Cavallaro A and Di Stefano L (2012). Adaptive Appearance Modeling for Video Tracking: Survey and Evaluation. Ieee Transactions On Image Processing  vol. 21, (10) 4334-4348. 10.1109/TIP.2012.2206035
SanMiguel JC, Cavallaro A and Martinez JM (2012). Adaptive Online Performance Evaluation of Video Trackers. Ieee Transactions On Image Processing  vol. 21, (5) 2812-2823. 10.1109/TIP.2011.2182520
Anjum N and Cavallaro A (2012). Automated Localization of a Camera Network. Ieee Intelligent Systems  vol. 27, (5) 10-18. 10.1109/MIS.2010.92

2011

Popkin T, CAVALLARO A and Hands D (2011). Image coding using depth blurring for aesthetically acceptable distortion. Ieee  Ieee Transactions On Image Processing  vol. 20, (11) 10.1109/TIP.2011.2145385
Chellappa R, Cavallaro A, Wu Y, Shan CF, Fu Y and Pulli K (2011). Special Issue on Video Analysis on Resource-Limited Systems. Ieee T Circ Syst Vid  vol. 21, (10) 1349-1352. 10.1109/TCSVT.2011.2165795
Taj M and Cavallaro A (2011). Distributed and Decentralized Multicamera Tracking. Ieee Signal Proc Mag  vol. 28, (3) 10.1109/MSP.2011.940281
Maggio E and CAVALLARO A (2011). Video tracking: theory and practice. Wiley and Sons  10.1002/9780470974377

2010

N Anjum AC (2010). Automated localization of a camera network. Ieee Intelligent Systems  vol. PP, (99) 1-1. 10.1109/MIS.2010.92
Cavallaro A and Aghajan H (2010). Special issue on multi-camera and multi-modal sensor fusion. Comput Vis Image Und  vol. 114, (6) 609-610. 10.1016/j.cviu.2010.04.004
Tziakos I, Cavallaro A and Xu LQ (2010). Event monitoring via local motion abnormality detection in non-linear subspace. Neurocomputing  vol. 73, (10-12) 1881-1891. 10.1016/j.neucom.2009.10.028
De Vleeschouwer C, Cavallaro A, Frossard P, Tu P and Xu LQ (2010). Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production. Eurasip J Image Vide  10.1155/2010/560927
Daniyal F, Taj M and Cavallaro A (2010). Content and task-based view selection from multiple video streams. Multimed Tools Appl  vol. 46, (2-3) 235-258. 10.1007/s11042-009-0355-z
Taj M and Cavallaro A (2010). Recognizing Interactions in Video. Intelligent Multimedia Analysis For Security Applications , Editors: Velastin S and al E. Springer  10.1007/978-3-642-11756-5_2
Popkin T, Cavallaro A and Hands D (2010). An Accurate and Efficient Method for Smoothly Space-Variant Gaussian Blurring. Ieee Transactions On Image Processing  vol. 19, (5) 1362-1370. 10.1109/TIP.2010.2041400
Anjum N and Cavallaro A (2010). Trajectory clustering for scene context learning and outlier detection. Video Search and Mining (Studies in Computational Intelligence) , Editors: Schonfeld D and al E. Springer  10.1007/978-3-642-12900-1_2
Taj M and Cavallaro A (2010). Multi-view multi-object detection tracking. Computer Vision: Detection, Recognition and Reconstruction , Editors: Cipolla R and al E. Springer  10.1007/978-3-642-12848-6_10
Regazzoni CS, Cavallaro A, Wu Y, Konrad J and Hampapur A (2010). Video analytics for surveillance: Theory and practice. Ieee Signal Processing Magazine  vol. 27, (5) 16-17. 10.1109/MSP.2010.937451

2009

Maggio E and Cavallaro A (2009). Learning scene context for multiple object tracking. Ieee Transactions On Image Processing  vol. 18, 1873–1884-1873–1884.
Maggio E and Cavallaro A (2009). Learning Scene Context for Multiple Object Tracking. Iee Transactions On Image Processing  vol. 18, (8) 1873-1884. 10.1109/TIP.2009.2019934
Nair P and Cavallaro A (2009). 3-D Face Detection, Landmark Localization, and Registration Using a Point Distribution Model. Ieee T Multimedia  vol. 11, (4) 611-623. 10.1109/TMM.2009.2017629
Nair P and Cavallaro A (2009). 3D face detection, landmark localization and registration using a Point Distribution Model. Ieee Transactions On Multimedia  vol. 11, 611–623-611–623. 10.1109/TMM.2009.2017629
Maggio E and Cavallaro A (2009). Accurate appearance-based Bayesian tracking for maneuvering targets. Computer Vision and Image Understanding  vol. 113, 544–555-544–555. 10.1016/j.cviu.2008.12.003
Tziakos I, Cavallaro A and Xu LQ (2009). Video event segmentation and visualisation in non-linear subspace. Pattern Recogn Lett  vol. 30, (2) 123-131. 10.1016/j.patrec.2008.02.028
Tziakos I, Cavallaro A and Xu L (2009). Video Event Segmentation and Visualisation in Non-linear Subspace. Pattern Recognition Letters  vol. 30, 123–131-123–131. 10.1016/j.patrec.2008.02.028
Aghajan H and Cavallaro A (2009). Multi-Camera Networks: Principles and Applications. Elsevier 
Daniyal F, Taj M and Cavallaro A (2009). Content and task-based view selection from multiple video streams. Multimedia Tools and Applications  to appaear-to appaear. 10.1007/s11042-009-0355-z
Cavallaro A (2009). Change detection for object segmentation. Smart Cameras , Editors: Belbachir AN. Springer Verlag Gmbh  10.1007/978-1-4419-0953-4_10
Anjum N and Cavallaro A (2009). Multi-camera calibration and global trajectory fusion. Intelligent Video Surveillance: Systems and Technologies , Editors: Ma Y and Qian G. Crc Press 
Aghajan H and Cavallaro A (2009). EPILOGUE Outlook. Multi-Camera Networks  10.1016/b978-0-12-374633-7.00032-x
Cavallaro A and Aghajan H (2009). Preface. Multi-Camera Networks  10.1016/b978-0-12-374633-7.00002-1
Tziakos I, Cavallaro A and Xu L (2009). Event monitoring via local motion abnormality detection in non–linear subspace. Neurocomputing  to appear-to appear.
Aghajan H and Cavallaro A (2009). Multi-Camera Networks. 10.1016/B978-0-12-374633-7.X0001-8

2008

Anjum N and Cavallaro A (2008). Multifeature Object Trajectory Clustering for Video Analysis. Ieee T Circ Syst Vid  vol. 18, (11) 1555-1564. 10.1109/TCSVT.2008.2005603
Anjum N and Cavallaro A (2008). Multi-feature object trajectory clustering for video analysis. Ieee Transactions On Circuits and Systems For Video Technology  vol. 18, 1555–1564-1555–1564.
Maggio E, Taj M and Cavallaro A (2008). Efficient multitarget visual tracking using random finite sets. Ieee T Circ Syst Vid  vol. 18, (8) 1016-1027. 10.1109/TCSVT.2008.928221
Maggio E, Taj M and Cavallaro A (2008). Efficient multi-target visual tracking using Random Finite Sets. Ieee Transactions On Circuits and Systems For Video Technology  vol. 18, 1016–1027-1016–1027. 10.1109/TCSVT.2008.928221
Zhou HY, Taj M and Cavallaro A (2008). Target Detection and Tracking With Heterogeneous Sensors. Ieee J Sel Top Signa  vol. 2, (4) 503-513. 10.1109/JSTSP.2008.2001429
Zhou H, Taj M and Cavallaro A (2008). Target detection and tracking with heterogeneous sensors. Ieee Journal of Selected Topics in Signal Processing  vol. 2, 503–513-503–513.
Cavallaro A and Winkler S (2008). Perceptual Semantics. Multimedia Technologies: Concepts, Methodologies, Tools, and Applications , Editors: Rahman M. Information Science Reference  10.4018/978-1-59904-953-3.ch105
Karlsson S, Taj M and Cavallaro A (2008). Detection and tracking of humans and faces. Eurasip Journal On Image and Video Processing  vol. 2008, 10.1155/2008/526191
Regazzoni C, Cavallaro A and Porikli F (2008). Video Tracking in Complex Scenes for Surveillance. Eurasip Journal On Image and Video Processing  vol. 2008, 10.1155/2008/659098
Kayumbi G and Cavallaro A (2008). Multi-view trajectory mapping using homography with lens distortion correction. Eurasip Journal On Image and Video Processing  vol. 2008, 10.1155/2008/145715
Regazzoni CS, Cavallaro A and Porikli F (2008). Video Tracking in Complex Scenes for Surveillance Applications. Eurasip J Image Vide  10.1155/2008/659098

2007

Maggio E, Smeraldi F and Cavallaro A (2007). Adaptive multi–feature tracking in a particle filter framework. Ieee Transactions On Circuits and Systems For Video Technology  vol. 17, 1348–1359-1348–1359. 10.1109/TCSVT.2007.903781
Maggio E, Smeraldi F and Cavallaro A (2007). Adaptive multi-feature tracking in a particle filtering framework. Ieee Transactions On Circuits and Systems For Video Technology  vol. 17, 1348–1359-1348–1359.
MAGGIO E, SMERALDI F and CAVALLARO A (2007). Adaptive multi-feature tracking in a particle filtering framework. Ieee Transactions On Circuits and Systems For Video Technology  vol. 17 Issue 10, 1348-1359. 10.1109/TCSVT.2007.903781
Cavallaro A (2007). Special Issue on 'Multi-sensor object detection and tracking'. Signal, Image and Video Processing  vol. 1, (2) 99-100. 10.1007/s11760-007-0019-2
CAVALLARO A (2007). Multi-sensor object detection and tracking. Signal, Image and Video Processing  vol. 1, No. 2,
Cavallaro A (2007). Privacy in video surveillance. Ieee Signal Proc Mag  vol. 24, (2) 168-+. 10.1109/msp.2007.323270

2006

CAVALLARO A and WINKLER S (2006). Perceptual Semantics. Digital Multimedia Perception and Design , Editors: Ghinea G and Chen SY. Igi Publishing  10.4018/978-1-59140-860-4.ch001
Cavallaro A and Winkler S (2006). Digital Multimedia Perception and Design., Editors: Ghinea G and Chen SY. Idea Publishing Inc. 

2005

Cavallaro A, Steiger O and Ebrahimi T (2005). Semantic video analysis for adaptive content delivery and automatic description. Ieee Transactions On Circuits and Systems For Video Technology  vol. 15, 1200–1209-1200–1209.
Cavallaro A, Salvador E and Ebrahimi T (2005). Shadow-aware object-based video processing. Iee Vision, Image and Signal Processing  vol. 152, 398–406-398–406.
Cavallaro A (2005). Universal Multimedia Access. Encyclopaedia of Multimedia Technology and Networking , Editors: Pagani M. Idea Group Reference, Hershey, Pa, Usa  10.4018/978-1-59904-953-3.ch113
Cavallaro A, Steiger O and Ebrahimi T (2005). Tracking video objects in cluttered background. Ieee Transactions On Circuits and Systems For Video Technology  vol. 15, 575–584-575–584.
CAVALLARO A (2005). Universal Multimedia Access: accessing information anywhere, anytime. Encyclopedia of Multimedia Technology and Networking [Editor: M. Pagani]  Idea Group 
CAVALLARO A and MAGGIO E (2005). Hybrid Particle Filter and Mean Shift tracker with adaptive transition model. Ieee Signal Processing Soiciety International Conference On Acoustics, Speech and Signal Processing  vol. 2, 22-224. 10.1109/ICASSP.2005.1415381

2004

CAVALLARO A, EBRAHIMI T and SALVADOR E (2004). Rule-based Analysis for Shadow Recognition. Computer Vision and Image Understanding  vol. 95 No 2, 238-259.
Salvador E, Cavallaro A and Ebrahimi T (2004). Cast shadow segmentation using invariant colour features. Computer Vision and Image Understanding  vol. 95, 238–259-238–259. 10.1016/j.cviu.2004.03.008
Salvador E, Cavallaro A and Ebrahimi T (2004). Cast shadow segmentation using invariant color features. Comput Vis Image Und  vol. 95, (2) 238-259. 10.1016/j.cviu.2004.03.008
Cavallaro A and Ebrahimi T (2004). Interaction between high-level and low-level image analysis for semantic video object extraction. Journal On Applied Signal Processing  vol. 2004, 786–797-786–797. 10.1155/S1110865704402157

2002

Cavallaro A (2002). From visual information to knowledge: semantic video object segmentation, tracking and description.

2001

Ziliani F and Cavallaro A (2001). Image analysis for video surveillance based on spatial regularization of a statistical model-based change detection. Real-Time Imaging  vol. 7, (5) 389-399. 10.1006/rtim.2000.0208
Ziliani F and Cavallaro A (2001). Image Analysis for Video Surveillance based on Spatial Regularization of a Statistical Change Detection. Real-Time Imaging  vol. 7, 389–399-389–399.
Castagno R, Cavallaro A, Ziliani F and Ebrahimi T (2001). Non Linear Model-based Image/Video Processing and Analysis., Editors: Pitas I and Kotropoulos C. Wiley & Sons 
CAVALLARO A, Ebrahimi T, Ziliani F and Castagno R (2001). Automatic and Interactive Segmentation of Video Sequences. Non Linear Model-Based Image/Video Processing and Analysis, I Pitas, C Kotropoulos (Eds)  Wiley & Sons Chapter 6  10.1142/9789812776266_0051

2000

Cavallaro A and Ziliani F (2000). Image Analysis for Advanced Video Surveillance. Multimedia Video-Based Surveillance Systems , Editors: CSR GLF. Kluwer Academic Publishers, Boston 

1998

CAVALLARO A, Marsi S and Sicuranza G (1998). A Motion Compensation Algorithm Based on Non Linear Geometric Transformation and Quadtree Decomposition. Signal Analysis and Prediction , Editors: al APANDE. Birkhausen, Boston 
Cavallaro A, Marsi S and Sicuranza GL (1998). Signal Analysis and Prediction., Editors: Prochazka A, Uhlir J, Rayner PJW and Kingsbury NG. Birkhauser, Boston 

1996

Cavallaro A (1996). Video Compression based on Non Linear Techniques.