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Professor Andrea Cavallaro, PhD MIET MIEEE


Director of Centre for Intelligent Sensing & Professor in Multimedia Signal Processing

Telephone: +44 20 7882 5165
Room Number: Peter Landin, CS 436
Office Hours: Monday 15:00-17:00


Introduction to Computer Vision (Undergraduate/Postgraduate)

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.


Research Interests:

Camera networks; Target detection and tracking; Behaviour and identity recognition.

Recent keynote and pl enary talks (2015)

- International work conference on artificial neural networks (IWANN)
Palma, June 2015
- Workshop on De-identification for privacy protection in multimedia at IEEE FG
Ljubljana, May 2015
- International Conference on Computer Vision, Imaging and Computer Graphics
Berlin, March 2015 
- International Conference on Perception and Machine Intelligence (Permin)
Kolkata, February 2015
-- full list: 

Recent journal publications (2014-2015): 

Cost-aware coalition formation for target tracking in camera networks
J.C . SanMiguel, A. Cavallaro
IEEE Sensors 
(to appear)

Automatic analysis of facial affect: a survey of registration, representation and recognition
E. Sariyanidi, H. Gunes, A. Cavallaro
IEEE Transactions on Pattern Analysis and Machine Intellige nce (to appear)

Tracking multiple high-density homogeneous targets< br style="box-sizing: border-box;" />F. Poiesi, A. Cavallaro
IEEE Transactions on Circuits and Systems for Video Technology
 (to appear)

Tracker-level fusion for robust Bayesian vis ual tracking
T.A. Biresaw, A. Cavallaro, C.S. Regazzoni
IEEE T ransactions on Circuits and Systems for Video Technology (to appear)

Predi cting and recognizing interactions in public spaces
F. Poiesi, A. Cavallaro
Journal of Real-Time Image Processing (to appear)

Discovery and organization of multi-camera user-generated videos of the same event
S. Bano, A. Cavallaro
Information Sciences, Vol. 302, May 2015, pp. 108-121

Correlation-based self-correcting tracking
T.A. Biresaw, C.S. Regazzoni, A. Cavallaro
Neurocomputing, Vol 152, March 2015, pp. 345-358

Audio-visual events for multi-camera synchronisation
A. Llagostera Casanovas, A. Cavallaro
Multimedia Tools and Applications, Vol. 74, Issue 4, February 2015, pp. 1317-1340

Temporal validation of particle filters for video tracking
J.C. SanMiguel, A. Cavallar o
Computer Vision and Image Understanding
, Vol. 131, February 2015, pp. 42-55

Multi-view matching of articulated objects
L. Zini, F. Odo ne, A. Cavallaro 
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 24, No. 11, No vember 2014, pp. 1920-1934

Cost-effective features for re-identification in cam era networks
S.F. Tahir, A. Cavallaro
IEEE Transactions on Cir cuits and Systems for Video Technology, Vol. 24, No. 8, August 2014, pp. 1362-1374

Self-reconfigurable smart camera networks
J.C. SanMiguel, C. Micheloni, K. Shoop, G.L. Foresti, A. Cavallaro
IEEE Computer, Vol. 47, No. 5, May 2014, pp. 26-32

Camera localization using trajectories and maps
R. Mohedano del Pozo, A. Cavallaro, N. Garcia
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 4, April 2014, pp. 684-697

Resource allocation for personalized video summarization
F. Chen, C. De Vleeschouwer, A. Cavallaro
IEEE Transactions on Multimedia, Vol. 16, Issue 2, February 2014, pp. 455-469

Measures of effective video tracking
T. Nawaz, F. Poiesi, A. Cavallaro
IEEE Transactions on Image Process ing, Vol. 23, Issue 1, January 2014, pp. 376-388

 --full list: andrea/publications.html



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