Abstract

Traditional color-based mean shift tracking algorithm is unable to accurately track the object. To address this problem, we present an improved tracking algorithm. The improved tracker integrates the color and motion cues which characterize the appearance and motion information of the object, respectively. These two visual cues can complement each other and make for more precise target localization. Experiments show that the proposed tracking algorithm has better performance than the traditional mean shift tracker.

© 2009 Chinese Optics Letters

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  2. R. T. Collins, in Proceedings of IEEE Conf. Computer Vision and Pattern Recognition 2003 2, 234 (2003).
  3. D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).
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  6. R. Han, Z. Jing, and Y. Li, Chin. Opt. Lett. 6, 168 (2008).
  7. E. Polat and M. Ozden, IEEE Trans. Multimedia 8, 1156 (2006).
  8. C. Shan, Y. Wei, T. Tan, and F. Ojardias, in Proceedings of the Sixth International Conf. Automatic Face and Gesture Recognition 1, 669 (2004).
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  10. Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

2008

Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

R. Han, Z. Jing, and Y. Li, Chin. Opt. Lett. 6, 168 (2008).

2006

E. Polat and M. Ozden, IEEE Trans. Multimedia 8, 1156 (2006).

2004

P. Pérez, J. Vermaak, and A. Blake. Proc. IEEE 92, 495 (2004).

2003

D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).

Chen, Q.

Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

Comaniciu, D.

D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).

Guan, Z.

Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

Han, R.

Jing, Z.

Li, Y.

Meer, P.

D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).

Ozden, M.

E. Polat and M. Ozden, IEEE Trans. Multimedia 8, 1156 (2006).

Pérez, P.

P. Pérez, J. Vermaak, and A. Blake. Proc. IEEE 92, 495 (2004).

Polat, E.

E. Polat and M. Ozden, IEEE Trans. Multimedia 8, 1156 (2006).

Qian, W.

Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

Ramesh, V.

D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).

Vermaak, J.

P. Pérez, J. Vermaak, and A. Blake. Proc. IEEE 92, 495 (2004).

and A. Blake. Proc. IEEE

P. Pérez, J. Vermaak, and A. Blake. Proc. IEEE 92, 495 (2004).

and Y. Hu. Acta Opt. Sin. (in Chinese)

Z. Guan, Q. Chen, W. Qian, and Y. Hu. Acta Opt. Sin. (in Chinese) 28, 860 (2008).

Chin. Opt. Lett.

IEEE Trans. Multimedia

E. Polat and M. Ozden, IEEE Trans. Multimedia 8, 1156 (2006).

IEEE Trans. Pattern Anal. Mach. Intell.

D. Comaniciu, V. Ramesh, and P. Meer, IEEE Trans. Pattern Anal. Mach. Intell. 25, 564 (2003).

Other

G. D. Hager, M. Dewan, and C. V. Stewart, in Proceedings of IEEE Conf. Computer Vision and Pattern Recognition 2004 1, 790 (2004).

Z. Zivkovic and B. Krose, in Proceedings of IEEE Conf. Computer Vision and Pattern Recognition 2004 1, 798 (2004).

D. Comaniciu, V. Ramesh, and P. Meer, in Proceedings of IEEE Conf. Computer Vision and Pattern Recognition 2000 2, 142 (2000).

R. T. Collins, in Proceedings of IEEE Conf. Computer Vision and Pattern Recognition 2003 2, 234 (2003).

C. Shan, Y. Wei, T. Tan, and F. Ojardias, in Proceedings of the Sixth International Conf. Automatic Face and Gesture Recognition 1, 669 (2004).

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