Inference of multiple subspaces from high-dimensional data and application to multibody grouping

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2, Issue , 2004, Pages

  Fan, Zhimin ^a   Zhou, Jie ^a   Wu, Ying ^b  

^a TSINGHUA UNIVERSITY   (China)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EIGENVECTOR SEGMENTATION ALGORITHMS; MOTION CORRELATION; MULTIBODY GROUPING; ORIENTED FRAME (OF);

ALGORITHMS; EIGENVALUES AND EIGENFUNCTIONS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MOTION ESTIMATION; SIGNAL INTERFERENCE; TRAJECTORIES;

COMPUTER VISION;

EID: 5044230178     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. C. Tomasi, and T. Kanade, "Shape and motion from image streams under orthography: a factorization method", Int'l J. Computer Vision, vol. 9, pp. 137-154, 1992.
2. C.W. Gear, "Multibody grouping from motion images", Int'l J. Computer Vision, vol. 29, pp. 133-150, 1998.
3. J. Costeira, and T. Kanade, "A multi-body factorization method for independent moving objects'", Int'l. J. Computer Vision, vol. 29, pp. 159-179, 1998.
4. N. Ichimura, "Motion segmentation based on factorization method and discriminant criterion", Proc. International Conference on Computer Vision, pp. 600-605, 1999.
5. Y. Wu, Z.-Y. Zhang, T.S. Huang, and J.Y. Lin, "Multibody grouping via orthogonal subspace decomposition", Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 252-257, 2001.
6. K. Kanatani, "Motion segmentation by subspace separation and model selection", Proc. International Conference on Computer Vision, pp. 301-306, 2001.
7. L. Zelnik-Manor and M. Irani, "Degeneracies, dependencies and their implications in multi-body and multi-sequence factorizations", Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 287-293, 2003.
8. J. Shi and C. Tomasi, "Good feature to track", Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 593-600, 1994.
9. R.Szeliski and D.Tonnesen. "Surface modeling with oriented particle systems". Computer Graphics (SIGGBAPH '92), vol. 26, no. 2, pp. 185-194, 1992.
10. G. Guy and G. Medioni, Inference of surfaces, 3D craves, and junctions from sparse, noisy, 3D data",IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 11, pp. 1265-1277, 1997.
11. M. Irani,''Multi-frame correspondence estimation using subspace constraints", Int'l. J. Computer Vision, vol. 48, no. 3, pp. 173-194, 2002.
12. D.Q. Huynh and A. Heyden, "Outlier detection in video sequences under affine projection", Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 695-701, 2001.
13. C.-K. Tang, G.Medioni, and M.-S. Lee,"N-dimensional tensor voting and application to epipolar geometry estimation",IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 8, pp. 829-844, 2001.
14. R. Vidal, Y. Ma, and S. Sastry, "Generalized principal component analysis (GPCA)", Proc. IEEE Computer Vision and Pattern Recognition, pp.621-628, 2003.
15. G.H. Golub, C.F. Van Loan, "Matrix computations", 2nd edition, The John Hopkins University Press, Baltimore, MD, 1989.