Abstract

A robust view selection algorithm for multiview stereo matching is presented. Different from the existent view selection algorithms which pick only the believable views for matching, this method assigns an adaptive weight to each target view based on the dissimilarity between it and the reference view. So it can utilize the information of all views more sufficiently. The algorithm has been evaluated with different real images to demonstrate its robustness.

© 2009 Chinese Optics Letters

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  2. Y. Guan, Chin. Opt. Lett. 6, 465 (2008).
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  7. M.-A. Drouin, M. Trudeau, and S. Roy, in Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling 540 (2005).
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  10. S. Birchfield and C. Tomasi, IEEE Trans. Pattern Anal. Mach. Intell. 20, 401 (1998).
  11. D. Scharstein and R. Szeliski, Int. J. Comput. Vis. 47, 7 (2002).
  12. K.-J. Yoon and I. S. Kweon, IEEE Trans. Pattern Anal. Mach. Intell. 28, 650 (2006).

2008 (1)

2007 (1)

H. Li and Q. Zhang, Acta Opt. Sin. (in Chinese) 27, 907 (2007).

2006 (1)

K.-J. Yoon and I. S. Kweon, IEEE Trans. Pattern Anal. Mach. Intell. 28, 650 (2006).

2003 (1)

J. Sun, N.-N. Zheng, and H.-Y. Shum, IEEE Trans. Pattern Anal. Mach. Intell. 25, 787 (2003).

2002 (1)

D. Scharstein and R. Szeliski, Int. J. Comput. Vis. 47, 7 (2002).

1998 (1)

S. Birchfield and C. Tomasi, IEEE Trans. Pattern Anal. Mach. Intell. 20, 401 (1998).

Birchfield, S.

S. Birchfield and C. Tomasi, IEEE Trans. Pattern Anal. Mach. Intell. 20, 401 (1998).

Guan, Y.

Kweon, I. S.

K.-J. Yoon and I. S. Kweon, IEEE Trans. Pattern Anal. Mach. Intell. 28, 650 (2006).

Li, H.

H. Li and Q. Zhang, Acta Opt. Sin. (in Chinese) 27, 907 (2007).

Scharstein, D.

D. Scharstein and R. Szeliski, Int. J. Comput. Vis. 47, 7 (2002).

Shum, H.-Y.

J. Sun, N.-N. Zheng, and H.-Y. Shum, IEEE Trans. Pattern Anal. Mach. Intell. 25, 787 (2003).

Sun, J.

J. Sun, N.-N. Zheng, and H.-Y. Shum, IEEE Trans. Pattern Anal. Mach. Intell. 25, 787 (2003).

Szeliski, R.

D. Scharstein and R. Szeliski, Int. J. Comput. Vis. 47, 7 (2002).

Tomasi, C.

S. Birchfield and C. Tomasi, IEEE Trans. Pattern Anal. Mach. Intell. 20, 401 (1998).

Yoon, K.-J.

K.-J. Yoon and I. S. Kweon, IEEE Trans. Pattern Anal. Mach. Intell. 28, 650 (2006).

Zhang, Q.

H. Li and Q. Zhang, Acta Opt. Sin. (in Chinese) 27, 907 (2007).

Zheng, N.-N.

J. Sun, N.-N. Zheng, and H.-Y. Shum, IEEE Trans. Pattern Anal. Mach. Intell. 25, 787 (2003).

Acta Opt. Sin. (in Chinese) (1)

H. Li and Q. Zhang, Acta Opt. Sin. (in Chinese) 27, 907 (2007).

Chin. Opt. Lett. (1)

IEEE Trans. Pattern Anal. Mach. Intell. (3)

J. Sun, N.-N. Zheng, and H.-Y. Shum, IEEE Trans. Pattern Anal. Mach. Intell. 25, 787 (2003).

S. Birchfield and C. Tomasi, IEEE Trans. Pattern Anal. Mach. Intell. 20, 401 (1998).

K.-J. Yoon and I. S. Kweon, IEEE Trans. Pattern Anal. Mach. Intell. 28, 650 (2006).

Int. J. Comput. Vis. (1)

D. Scharstein and R. Szeliski, Int. J. Comput. Vis. 47, 7 (2002).

Other (6)

S. M. Seitz, B. Curless, J. Diebel, D. Scharstein, and R. Szeliski, in Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1, 519 (2006).

T. Ueshiba, in Proceedings of 18th International Conference on Pattern Recognition 1, 1076 (2006).

G. Vogiatzis, P. H. S. Torr, and R. Cipolla. in Proceedings of IEEE Computer Society Conference on Pattern Recognition 2005 2, 391 (2005).

E. S. Larsen, P. Mordohai, M. Pollefeys, and H. Fuchs, in Proceedings of the Third International Symposium on 3D Data Processing, Visualization, and Transmission 342 (2006).

M.-A. Drouin, M. Trudeau, and S. Roy, in Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling 540 (2005).

S. B. Kang, R. Szeliski, and J. Chai, in Proceedings of 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1, 103 (2001).

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