Multiple collaborative kernel tracking

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 29, Issue 7, 2007, Pages 1268-1273

  Fan, Zhimin ^a   Yang, Ming ^a   Wu, Ying ^a  

^a Northwestern University   (United States)

Author keywords

Kernel based tracking; Multiple kernel; Visual tracking

Indexed keywords

COMPUTER VISION; CORRELATION THEORY; SINGULAR VALUE DECOMPOSITION;

KERNEL-BASED TRACKING; MOTION FIELD REPRESENTATION; VISUAL DYNAMIC SYSTEM;

MOTION ESTIMATION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; METHODOLOGY; MOTION; MOVEMENT (PHYSIOLOGY); REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MOTION; MOVEMENT; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 34249752812     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1034     Document Type: Article

References (14)

1. C. Bregler and J. Malik, "Tracking People with Twists and Exponential," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 8-15, 1998.
2. Y. Cheng, "Mean Shift, Mode Seeking, and Clustering," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, no. 8, pp. 790-799, Aug. 1995.
3. R.T. Collins, "Mean-Shift Blob Tracking through Scale Space," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 234-240, 2003.
4. D. Comaniciu and P. Meer, "Mean Shift: A Robust Approach toward Feature Space Analysis," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 5, pp. 603-619, May 2002.
5. D. Comaniciu, V. Ramesh, and P. Meer, "Kernel-Based Object Tracking," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 5, pp. 564-575, May 2003.
6. D. Comaniciu, V. Ramesh, and P. Meer, "The Variable Bandwidth Mean Shift and Data-Driven Scale Selection," Proc. IEEE Int'l Conf. Computer Vision, vol. 1, pp. 438-445, 2001.
7. Z. Fan, Y. Wu, and M. Yang, "Multiple Collaborative Kernel Tracking," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 502-59, 2005.
8. G.D. Hager, M. Dewan, and C.V. Stewart, "Multiple Kernel Tracking with SSD," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 790-797, 2004.
9. B.K.P. Horn and B.G. Schunck, "Determining Optical Flow," Artificial Intelligence, vol. 17, pp. 185-203, 1981.
10. B.D. Lucas and T. Kanade, "An Iterative Image Registration Technique with an Application to Stereo Vision," Proc. Seventh Int'l Joint Conf. Artificial Intelligence, pp. 674-679, 1981.
11. M.P. Wand and M.C. Jones, Kernel Smoothing, first ed. Chapman and Hall, 1995.
12. J. Wang, B. Thiesson, Y. Xu, and M.F. Cohen, "Image and Video Segmentation by Anisotropic Kernel Mean Shift," Proc. European Conf. Computer Vision, 2004.
13. Y. Wu, G. Hua, and T. Yu, "Tracking Articulated Body by Dynamic Markov Network," Proc. IEEE Int'l Conf. Computer Vision, pp. 1094-1101, 2003.
14. Z. Zivkovic and B. Krose, "An EM-Like Algorithm for Color-Histogram-Based Object Tracking," Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 1, pp. 798-803, 2004.