Segmentation and tracking of multiple moving objects for intelligent video analysis

BT Technology Journal

Volumn 22, Issue 3, 2004, Pages 140-150

  Xu, Li Qun ^a   Landabaso, Jose Luis ^b   Lei, Bangjun ^c  

^a Broadband Applications Research Centre   (United Kingdom)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^c DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

INTELLIGENT VIDEO ANALYSIS; INTELLIGENT VIDEO SURVEILLANCE SYSTEMS; MULTIPLE MOVING OBJECTS;

CLOSED CIRCUIT TELEVISION SYSTEMS; CLUTTER (INFORMATION THEORY); IMAGE ANALYSIS; IMAGE SEGMENTATION; KALMAN FILTERING; OBJECT RECOGNITION; PATTERN MATCHING; TRACKING (POSITION);

COMPUTER VISION;

EID: 7644222345     PISSN: 13583948     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:BTTJ.0000047128.53316.f2     Document Type: Article

References (25)

1. Lipton A J, Heartwell C H, Haering N and Madden D: 'Automated video protection, monitoring and detection of critical IEEE Aerospace and Electronic Systems Magazine, 18, No 5 (May 2003).
2. Perrott A J, Lindsay A T and Parkes A P: 'Realtime multimedia tagging and content-based retrieval for CCTV surveillance system', Proc of SPIE: Internet Multimedia Management Systems III, Boston (2002).
3. Georis B, Maziere M, Bremond F and Thonnat M: 'A video interpretation platform applied to bank agency monitoring', Proc of IEE IDSS'04, pp 46-50, London (February 2004).
4. Haritaoglu I and Flickner M: 'Detection and tracking of shopping groups in stores', Proc of IEEE CVPR'2001, Kauai, Hawaii, USA (December 2001).
5. Senior A: 'Tracking people with probabilistic appearance models', Proc 3rd IEEE Intl Workshop on Performance Evaluation of Tracking and Surveillance (PETS'2002), pp 48-55, Copenhagen, Denmark (June 2002).
6. Cucchiara R, Grana C, Prati A, Tardini G and Vezzani R: 'Using computer vision techniques for dangerous situation detection in domotics applications', Proc of IEE IDSS'04, pp 1-5 London (February 2004).
7. Haritaoglu I, Harwood D and Davis L: 'W4: real time surveillance of people and their activities', IEEE Trans. on Pattern Analysis and Machine Intelligence, 22, No 8 (August 2000).
8. Javed O and Shah M: 'Tracking and object classification for automated surveillance', Proc of ECCV'2002, Copenhagen, Denmark, pp 343-357 (May-June 2002).
9. Zhou Q and Aggarwal J K: 'Tracking and classifying moving objects from video', Proc of 2nd IEEE Intl Workshop on Performance Evaluation of Tracking and Surveillance (PETS'2001), Kauai, Hawaii, USA (December 2001).
10. Li L and Leung M K H: 'Integrating intensity and texture differences for robust change detection', IEEE Trans on Image Processing, 11, No 2, pp 105-112 (2002).
11. Javed O, Shafique K and Shah M: 'A hierarchical approach to robust background subtraction using color and gradient information', Proc of IEEE Workshop on Motion and Video Computing, Orlando, USA (December 2002).
12. Jabri S, Duric Z, Wechsler H and Rosenfeld A: 'Detection and location of people in video images using adaptive fusion of color and edge information', Proc of ICPR'2000, Barcelona, Spain (September 2000).
13. McKenna S J, Jabri S, Duric Z, Rosenfeld A and Wechsler H: 'Tracking groups of people', Computer Vision and Image Understanding, 80, pp 42-56 (2000).
14. Stauffer C and Grimson W E L: 'Learning patterns of activity using real-time tracking', IEEE Trans on Pattern Analysis and Machine Intelligence, 22, No 8 (August 2000).
15. Lee D S, Hull J J and Erol B: 'A Bayesian framework for Gaussian mixture background modelling', Proc of IEEE ICIP'2003, Barcelona, Spain (September 2003).
16. Elgamal A, Duraiswami R, Harwood D and Davis L: 'Background and foreground modelling using nonparametric kernel density estimation for visual surveillance', Proc of the IEEE, 90, No 7 (July 2002).
17. Gao X, Boult T E, Coetzee F and Ramesh V: 'Error analysis of background adaptation', Proc of IEEE CVPR'2000, South Carolina, USA, pp 503-510 (June 2000).
18. Toyama K, Krumm J, Brumitt B and Meyers B: 'Wallflower: principles and practice of background maintenance', Proc of IEEE ICCV'99, pp 255-261, Kerkyra, Greece (September 1999).
19. Cucchiara R, Grana C, Piccardi M and Prati A: 'Detecting moving objects, ghosts and shadows in video streams', IEEE Trans on Pattern Analysis and Machine Intelligence, 25, No 10, pp 1337-42 (2003).
20. Horprasert T, Harwood D and Davis L: 'A statistical approach for real-time robust background subtraction and shadow detection', Proc of ICCV'99 FRAME-RATE Workshop (1999).
21. Bevilacqua A: 'Effective shadow detection in traffic monitoring applications', Proc of WSCG'2003, Plzen-Bory, Czech Republic (February 2003).
22. Stauffer C: 'Estimating tracking sources and sinks', Proc of 2nd IEEE Workshop on Event Mining (in conjunction with CVPR'2003), 4, Madison, Wisconsin (June 2003).
23. Xu M and Ellis T J: 'Partial observation vs. blind tracking through occlusion', in Proc of BMVC'2002, Cardiff, pp 777-786 (September 2002).
24. Fitzgibbon A W and Fisher R B: 'A buyer's guide to conic fitting', Proc of 5th British Machine Vision Conference, Birmingham, pp 513-522 (1995).
25. Balcells Capellades M, Doermann D, DeMenthon D and Chellappa R: 'An appearance based approach for human and object tracking', Proc of IEEE ICIP'2003, Barcelona, Spain (September 2003).