Dr. Andrea Cavallaro received his M.Sc. (Honors) in Electrical Engineering from the University of Trieste, Italy, in 1996, and his Ph.D. in Electrical Engineering from the Swiss Federal Institute of Technology, Lausanne, Switzerland, in 2002. In 1996 and 1998, he served as a research consultant at the Image Processing Laboratory, University of Trieste, Italy , working on compression algorithms for very low bitrate video coding and on digital image sequence de-interlacing. In 1997 he served the Italian Army as lieutenant at the 33rd Electronic Warfare Battalion in Treviso, Italy . From 1998 to 2003 he was a research assistant at the Signal Processing Laboratory of the Swiss Federal Institute of Technology (EPFL). He was workpackage leader for the EU projects ACTS Modest and IST art.live. Since 2003, he is lecturer at the Department of Electronic Engineering, Queen Mary, University of London (QMUL).
His main research interests are image and video analysis, video compression and visual information description. Dr. Cavallaro was a member of the organizing committee of the 2002 IEEE International Conference on Multimedia and Expo, member of the Scientific Committee of the 2003 SPIE VCIP conference, and is member of the Technical Committee of the 2004 IEEE ICME. He served as session chair at several conferences and organized the special session on object-based video at the 2003 Visual Communication and Image Processing Conference. He acts as reviewer for several leading international conferences and journals, and he is author of more than 25 papers, including 3 book chapters.
PUBLICATIONS
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Journal Articles
2005
Shadow-aware object-based video processing
IEE Proceedings – Vision, Image and Signal Processing. 2005. Vol. 152, num. 4, p. 398-406. DOI : 10.1049/ip-vis:20045108.Semantic Video Analysis for Adaptive Content Delivery and Automatic Description
IEEE Transactions on Circuits and Systems for Video Technology. 2005. Vol. 15, num. 10, p. 1200-1209. DOI : 10.1109/TCSVT.2005.854240.Tracking Video Objects in Cluttered Background
IEEE Transactions on Circuits and Systems for Video Technology. 2005. Vol. 15, num. 4, p. 575-584. DOI : 10.1109/TCSVT.2005.844447.2004
Interaction between High-Level and Low-Level Image Analysis for Semantic Video Object Extraction
EURASIP Journal on Applied Signal Processing. 2004. Vol. 2004, num. 6, p. 786-797. DOI : 10.1155/S1110865704402157.Cast shadow segmentation using invariant colour features
Computer Vision and Image Understanding. 2004. Vol. 95, num. 2, p. 238-259. DOI : 10.1016/j.cviu.2004.03.008.Conference Papers
2005
Surveillance Video for Mobile Devices
2005. p. 620-625. DOI : 10.1109/AVSS.2005.1577340.Evaluating Perceptually Prefiltered Video
2005. p. 1290-1293. DOI : 10.1109/ICME.2005.1521665.Real-Time Generation of Annotated Video for Surveillance
2005.2004
Detecting shadows in image sequences
2004. European Conference on Visual Media Production, 15-16 March 2004. p. 165-174.Perceptual Prefiltering for Video Coding
2004. p. 510-513. DOI : 10.1109/ISIMP.2004.1434113.Shadow detection in image sequences
2004. 1st European Conference on Visual Media Production (CVMP), London, 15-16 March 2004. p. 165-174.2003
Object-based video: extraction tools, evaluation metrics, and applications
2003. Visual Communications and Image Processing, Lugano, Switzerland, p. 1-8. DOI : 10.1117/12.509853.Classification of change detection algorithms for object-based applications
2003. Workshop on Image Analysis For Multimedia Interactive Services, London, 9-11 April 2003. p. 129-136. DOI : 10.1142/9789812704337_0024.Semantic Segmentation and Description for Video Transcoding
2003. p. 597-600. DOI : 10.1109/ICME.2003.1221382.Spatio-Temporal Shadow Segmentation and Tracking
2003. p. 389-400. DOI : 10.1117/12.476523.2002
MPEG-7 Description of Generic Video Objects for Scene Reconstruction
2002. p. 947-958. DOI : 10.1117/12.453017.Objective evaluation of segmentation quality using spatio-temporal context
2002. p. 301-304. DOI : 10.1109/ICIP.2002.1038965.Accurate video object segmentation through change detection
2002. p. 445-448. DOI : 10.1109/ICME.2002.1035814.Multiple video object tracking in complex scenes
2002. p. 523-532. DOI : 10.1145/641007.641115.2001
Video Object Extraction based on Adaptive Background and Statistical Change Detection
2001. p. 465-475. DOI : 10.1117/12.411823.2000
Vehicle extraction based on focus of attention, multi feature segmentation and tracking
2000. p. 2161-2164.Video-Based Multi-Agent Traffic Surveillance System
2000. p. 457-462. DOI : 10.1109/IVS.2000.898385.Theses
2002
From visual information to knowledge
Lausanne, EPFL, 2002.Book Chapters
2001
Automatic and Interactive Segmentation of Video Sequences
Non Linear Model-based Image/Video Processing and Analysis; New York: John Wiley & Sons, 2001.Reports
2004
MPEG-7 Description for Scalable Video Reconstruction
2004