Video based head detection and tracking surveillance system

Proceedings - 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2012

Volumn , Issue , 2012, Pages 2832-2836

  Xie, Di ^a   Dang, Lu ^a   Tong, Ruofeng ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Bayesian theory; EMD; head detection; Histogram of gradients; multi object tracking; SURF

Indexed keywords

BAYESIAN THEORY; EMD; HEAD DETECTION; HISTOGRAM OF GRADIENTS; MULTI-OBJECT TRACKING; SURF;

ALGORITHMS; COMPUTER VISION; FUZZY SYSTEMS; GRAPHIC METHODS; SECURITY SYSTEMS; VIDEO STREAMING;

TRACKING (POSITION);

EID: 84872924397     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2012.6234136     Document Type: Conference Paper

References (19)

1. R. T. Collins, A. J. Lipton, and T. Kanade, "A system for video surveillance and monitoring," Tech. Rep., 2000.
2. I. Haritaoglu, D. Harwood, and L. Davis, "W4: real-time surveillance of people and their activities," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 22, no. 8, pp. 809-830, aug 2000.
3. N. T. Siebel and S. J. Maybank, "The advisor visual surveillance system," in in ECCV 2004 workshop Applications of Computer Vision (ACV), 2004.
4. C. Wren, A. Azarbayejani, T. Darrell, and A. Pentland, "Pfinder: realtime tracking of the human body," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 19, no. 7, pp. 780-785, jul 1997.
5. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, vol. 1, june 2005, pp. 886-893 vol. 1.
6. P. Viola, M. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on, oct. 2003, pp. 734-741 vol.2.
7. P. A. Viola and M. J. Jones, "Robust real-time face detection," in International Conference on Computer Vision, 2001.
8. D. Comaniciu, V. Ramesh, and P. Meer, "Real-time tracking of non-rigid objects using mean shift," in IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, 2000, pp. 142-149.
9. D.Comaniciu, V.Ramesh, and P.Meer, "Kernel-based object tracking," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 25, pp. 564-577, 2003.
10. Z. Khan, T. Balch, and F. Dellaert, "An mcmc-based particle filter for tracking multiple interacting targets," in in Proc. ECCV, 2003, pp. 279-290.
11. Y.Li, H.Ai, T.Yamashita, S.Lao, and M.Kawade, "Tracking in low frame rate video : A cascade particle filter with discriminative observers of different lifespans," IEEE Conference on Computer Vision and Pattern Recognition, pp. 1-8, 2007.
12. E.Maggio, E.Piccardo, C.Regazzoni, and A.Cavallaro, "Particle phd filtering for multi-target visual tracking," IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 1101-1104, 2007.
13. Q.Zhao, S.Brennan, and H.Tao, "Differential emd tracking," Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on, pp. 1-8, 2007.
14. Y. Rubner, "Perceptual metrics for image database navigation," Ph.D. dissertation, Stanford University, 1999.
15. D. Xie, R. Tong, and H. Wu, "A method to distinguish the fire and flickering vehicle light," in CSIE (6), 2009, pp. 355-359.
16. C.M.Bishop, Pattern recognition and machine learning. Springer, 2006.
17. D. G. Lowe, "Distinctive image features from scale-invariant keypoints," International Journal of Computer Vision, vol. 60, pp. 91-110, 2004.
18. T. L. H.Bay, A.Ess, "Surf: Speeded up robust features," Computer Vision and Image Understanding, vol. 110, pp. 346-359, 2008.
19. T. B.D.Lucas, "An iterative image registration technique with an application to stereo vision," International Joint Conference on Artificial Intelligence, 1981.