Multi-view classifier swarms for pedestrian detection and tracking

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn 2005-September, Issue , 2005, Pages

  Saisan, Payam ^a   Medasani, Swarup ^b   Owechko, Yuri ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b Hughes Aircraft Co   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; OBJECT RECOGNITION; PARTICLE SWARM OPTIMIZATION (PSO);

3D LOCALIZATION; CLASSIFIER SWARMS; GEOMETRIC STRUCTURE; LOCALIZATION PROBLEMS; MULTIPLE OBJECTS; OPTIMIZATION PROBLEMS; PEDESTRIAN DETECTION AND TRACKING; SEARCH MECHANISM;

OBJECT TRACKING;

EID: 85114731660     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2005.499     Document Type: Conference Paper

References (21)

1. N. Srinivasa, S. Medasani, Y. Owechko, and D. Khosla.”Fuzzy Edge-Symmetry Features for Improved Intruder Detection”, The 12th IEEE International Conference on Fuzzy Systems, Vol: 2, 920-925, 2003.
2. Z. Zhang”A flexible new technique for camera calibration”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(11):1330-1334,2000.
3. Jean-Yves Bouguet”Camera Calibration Toolbox for Matlab”, http://www.vision.caltech.edu/bouguetj/calib doc/
4. Intel”OpenCV Computer Vision Library (C++)”, http://www.intel.com/research/mrl/research/opencv/
5. Giorgio Carpaneto, Paolo Toth.”Algorithm 548: Solution of the assignment problem [H]”, ACM Transactions on Mathematical Software, 6(1):104-111,1980.
6. I. Hartley, A. Zisserman.”Multiple View Geometry in Computer Vision”, Cambridge University Press, Cambridge, UK, 2000.
7. Longuet-Higgins.”A Computer algorithm for reconstructing a scene from two projections”, Nature, 293:133-135, September 1981.
8. T. Kailath, A. H. Sayed, and B. Hassibi.”Linear Estimation”, Prentice Hall, NJ, ISBN 0-13-022464-2, 854pp,2000.
9. P. Saisan, S. Medasani, N. Srinivasa Y. Owechko.”Modeling Human Motion for Recognition”, IEEE Proceedings of IS&TSPIE Symposium on Electronic Imaging, San Jose, CA, 2005.
10. Y. Owechko, N. Srinivasa, S. Medasani, R. Boscolo.”Vision-Based Occupant Sensing and Recognition for Intelligent Airbag Systems”, IEEE Trans. on Intelligent Transportation Systems, 2003.
11. A. R. Dick, P. H. S. Torr, S. J. Ruffle, R. Cipolla.”Combining Single View Recognition and Multiple View Stereo For Architectural Scenes”, International Conference on Computer Vision (ICCV'01), Volume 1 July 07 - 14,Vancouver, B.C., Canada, 2001.
12. G. Shakhnarovich, L. Lee, and T. Darrell.”Integrated face and gait recognition from multiple views”, In proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, December 2001, Kauai, Hawaii.
13. Sujit Kuthirummal, C.V. Jawahar and P.J. Narayanan.”Planar Shape Recognition across Multiple Views”, In proceedings of the International Conference on Pattern Recognition (ICPR),2002. Quebec City, Canada.
14. Sujit Kuthirummal, C.V. Jawahar and P.J. Narayanan. ”Multiview Constraints for Recognition of Planar Curves in Fourier Domain”, Proceedings of the Indian Conference on Vision Graphics and Image Processing (ICVGIP),2002.
15. A. Selinger and R. C. Nelson.”Appearance-Based Object Recognition Using Multiple Views”, In proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, December 2001 Kauai, Hawaii.
16. Ting-Hsun Chang, Shaogang Gong.”Tracking Multiple People with a Multi-Camera System”, 2001 IEEE Workshop on Multi-Object Tracking,July 8, 2001, Vancouver, BC, Canada.
17. S. Medasani and Y. Owechko.”Possibilistic Particle Swarms for Optimization”, IEEE Proceedings of IS&T-SPIE Symposium on Electronic Imaging, San Jose, CA, 2005.
18. IEEE OTCBVS WS Series Bench; J. Davis and M. Keck”A two-stage approach to person detection in thermal imagery”, In Proc. Workshop on Applications of Computer Vision, January 2005.
19. Y. Owechko, S. Medasani, and N. Srinivasa.”Classifier Swarms for Human Detection in Infrared Imagery”, IEEE Conference on Computer Vision and Pattern Recognition, Washington, D.C., 2004.
20. J. Kennedy and R. Eberhart.”Particle Swarm Optimization”, IEEE Inter. Conference on Neural Networks, 1995.
21. R. C. Eberhart and Y. Shi.”Particle Swarm Optimization: Developments, Applications, and Resources”, Proc. congress on evolutionary computation 2001 IEEE service center,Piscataway, NJ., Seoul, Korea., 2001.