Real-time tracking of non-rigid objects using mean shift

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2, Issue , 2000, Pages 142-149

  Comaniciu, Dorin ^a   Ramesh, Visvanathan ^a   Meer, Peter ^b  

^a SIEMENS CORPORATE RESEARCH   (United States)

^b RUTGERS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; IMAGE QUALITY; IMAGE SEGMENTATION; ITERATIVE METHODS; MATHEMATICAL MODELS; MOTION COMPENSATION; NUMERICAL ANALYSIS; REAL TIME SYSTEMS;

BHATTACHARYYA COEFFICIENT; CENTRAL COMPUTATIONAL MODULE; COLOR DISTRIBUTION; IMAGE SEQUENCES; MEAN SHIFT ANALYSIS; REAL TIME TRACKING; SAMPLE MEAN SHIFT;

PATTERN RECOGNITION;

EID: 0033682434     PISSN: 10636919     EISSN: None     Source Type: Journal    
DOI: 10.1109/CVPR.2000.854761     Document Type: Conference Paper

References (29)

1. Y. Bar-Shalom T. Fortmann Tracking and Data Association 1988 Academic Press London
2. B. Bascle R. Deriche Region Tracking through Image Sequences IEEE Int'l Conf. Comp. Vis. 302 307 IEEE Int'l Conf. Comp. Vis. Cambridge Massach Usetts 1995
3. S. Birchfield Elliptical Head T racking using intensity Gradients and Color Histograms IEEE Conf. on Comp. Vis. and Pat. R e. 232 237 IEEE Conf. on Comp. Vis. and Pat. R e. San ta Barbara 1998
4. G. R. Bradski Computer Vision Face T racking as a Component of a P erceptual User Interface IEEE Work. on Applic. Comp. Vis. 214 219 IEEE Work. on Applic. Comp. Vis. Princeton 1998
5. T. J. Cham J. M. Rehg A m ultiple Hypothesis Approac h to Figure Tracking IEEE Conf. on Comp. Vis. and Pat. Rec. 2 239 245 IEEE Conf. on Comp. Vis. and Pat. Rec. Fort Collins 1999
6. D. Comaniciu P. Meer Mean Shift Analysis and Applications IEEE Int'l Conf. Comp. Vis. 1197 1203 IEEE Int'l Conf. Comp. Vis. Kerkyra Greece 1999
7. D. Comaniciu P. Meer Distribution Free Decomposition of Multivariate Data Pattern Anal. and Applic. 2 22 30 1999
8. T. M. Cover J. A. Thomas Elements of Information Theory 1991 John Wiley & Sons New York
9. I. J. Cox S. L. Hingorani An Efficient Implementation of Reid's Multiple Hypothesis Tracking Algorithm and Its Evaluation for the Purpose of Visual Tracking IEEE Trans. Pattern Analysis Machine Intell. 18 138 150 1996
10. Y. Cui S. Samarasekera Q. Huang M Greiffenhagen Indoor Monitoring Via the Collaboration Bet w eena P eripheral Senson and a F ovealSensor IEEE Workshop on Visual Surveillance 2 9 IEEE Workshop on Visual Surveillance Bombay India 1998
11. A. Djouadi O. Snorrason F. D. Garber The Quality of Training-Sample Estimates of the Bhattacharyy a Coefficient IEEE Trans. Pattern Analysis Machine Intell. 12 92 97 1990
12. A. Eleftheriadis A. Jacquin Automatic F ace Location Detection and Tracking for Model-Assisted Coding of Video Teleconference Sequences at Low Bit Rates Signal Pr ocessing-Image Communication 7 3 231 248 1995
13. F. Ennesser G. Medioni Finding Waldo, or Focus of Attention Using Local Color Information IEEE Trans. Pattern Anal. Machine Intell. 17 8 805 809 1995
14. P. Fieguth D. Terzopoulos Color-Based Tracking of Heads and Other Mobile Objects at Video F rame Rates IEEE Conf. on Comp. Vis. and Pat. R eç 21 27 IEEE Conf. on Comp. Vis. and Pat. R eç Puerto Rico 1997
15. K. Fukunaga Intr oduction to Statistical Pattern Recognition Second 1990 Academic Press Boston
16. S. S. Intille J. W. Davis A. F. Bobick Real-Time Closed-World T racking IEEE Conf. on Comp. Vis. and Pat. Rec. 697 703 IEEE Conf. on Comp. Vis. and Pat. Rec. Puerto Rico 1997
17. M. Isard A. Blake Condensation-Conditional Density Propagation for Visual Tracking Intern. J. Comp. Vis. 29 1 5 28 1998
18. M. Isard A. Blake ICondensation: Unifying Lo w-Lev el and High-Level T racking in a Stochastic F ramework European Conf. Comp. Vision 893 908 European Conf. Comp. Vision Freiburg Germany 1998
19. T. Kailath The Divergence and Bhattacharyya Distance Measures in Signal Selection IEEE Trans. Commun. Tech. COM-15 52 60 1967
20. S. Konishi A. L. Yuille J. Coughlan S. C. Zhu F undamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues IEEE Conf. on Comp. Vis. and Pat. Rec. 573 579 IEEE Conf. on Comp. Vis. and Pat. Rec. Fort Collins 1999
21. A. J. Lipton H. Fujiyoshi R. S. Patil Moving Target Classification and Tracking from Real-Time Video IEEE Workshop on Applications of Computer Vision 8 14 IEEE Workshop on Applications of Computer Vision Princeton 1998
22. S. J. McKenna Y. Raja S. Gong T rackingColour Objects using Adaptive Mixture Models Image and Vision Computing 17 223 229 1999
23. N. Paragios R. Deriche Geodesic Active Regions for Motion Estimation and Tracking IEEE Int'l Conf. Comp. Vis. 688 674 IEEE Int'l Conf. Comp. Vis. Kerkyra Greece 1999
24. R. Rosales S. Sclaroff 3D trajectory Reco very for T racking Multiple Objects and T rajectory Guided Recognition of Actions IEEE Conf. on Comp. Vis. and Pat. Rec. 2 117 123 IEEE Conf. on Comp. Vis. and Pat. Rec. Fort Collins 1999
25. D. W. Scott Multivariate Density Estimation 1992 Wiley New York
26. M. J. Swain D. H. Ballard Color Indexing Intern. J. Comp. Vis. 7 1 11 32 1991
27. P. Viola W. M. Wells Alignment by Maximization of Mutual Information IEEE Int'l Conf. Comp. Vis. 16 23 IEEE Int'l Conf. Comp. Vis. Cambridge Massach usetts 1995
28. C. Wren A. Azarbayejani T. Darrell A. Pentland Pfinder: Real-Time Tracking of the Human Body IEEE Trans. Pattern Analysis Machine Intell. 19 780 785 1997
29. Real-Time Tracking of Non-Rigid Objects using Mean Shift US