Simultaneous motion segmentation and Structure from Motion

2011 IEEE Workshop on Applications of Computer Vision, WACV 2011

Volumn , Issue , 2011, Pages 679-684

  Zappella, Luca ^a   Del Bue, Alessio ^b   Lladó, Xavier ^a   Salvi, Joaquim ^a  

^a UNIVERSITY OF GIRONA   (Spain)

^b ISTITUTO ITALIANO DI TECNOLOGIA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

3-D SHAPE; 3D RECONSTRUCTION; 3D SCENES; 3D STRUCTURE; IMAGE SEQUENCE; INITIAL SEGMENTATION; ITERATIVE PROCEDURES; MATRIX; MOTION SEGMENTATION; MOVING OBJECTS; MULTI-BODY; OPTIMIZATION PROCEDURES; ORTHOGRAPHIC CAMERAS; STRUCTURE FROM MOTION; SYNTHETIC SEQUENCE;

COMPUTER APPLICATIONS; COMPUTER VISION; IMAGE SEGMENTATION; OPTIMIZATION;

THREE DIMENSIONAL;

EID: 79952518220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2011.5711570     Document Type: Conference Paper

References (18)

1. M. Afonso, J. Bioucas-Dias, and M. Figueiredo. An augmented lagrangian approach to the constrained optimization formulation of imaging inverse problems. IEEE Trans. on Image Proc., In Press.
2. C. Bregler, A. Hertzmann, and H. Biermann. Recovering non-rigid 3d shape from image streams. In Proc. CVPR IEEE, pages 690-696, June 2000.
3. S. Chen, D. Donoho, and M. Saunders. Atomic decomposition by basis pursuit. SIAM Jour. Scientic Comput., 20:33-61, 1998. (Pubitemid 128689501)
4. S. Christy and R. Horaud. Euclidean shape and motion from multiple perspective views by affine iterations. IEEE Trans. Pattern Anal. Machine Intell., 18(11):1098-1104, 1996. (Pubitemid 126772844)
5. J. Costeira and T. Kanade. A multi-body factorization method for motion analysis. In IEEE I. Conf. Comp. Vis., pages 1071-1076, June 1995.
6. A. Del Bue, J. Xavier, L. Agapito, and M. Paladini. Bilinear factorization via augmented lagrange multipliers. In ECCV, volume 6314 of Lect. Notes Comput. Sc., pages 283-296. Springer, 2010.
7. E. Elhamifar and R. Vidal. Sparse subspace clustering. In Proc. CVPR IEEE, volume 0, pages 2790-2797, 2009.
8. A. W. Fitzgibbon and A. Zisserman. Multibody structure and motion: 3-d reconstruction of independently moving objects. In Lect. Notes Comput. Sc., pages 891-906, 2000.
9. F. Lauer and C. Schnrr. Spectral clustering of linear sub-spaces for motion segmentation. In IEEE I. Conf. Comp. Vis., pages 678-685, 2009.
10. C. J. Poelman and T. Kanade. A paraperspective factorization method for shape and motion recovery. In Lect. Notes Comput. Sc., volume 2, pages 97-108, 1994.
11. Schindler, Konrad, Suter, and David. Two-view multibody structure-and-motion with outliers through model selection. IEEE Trans. Pattern Anal. Machine Intell., 28(6):983-995, 2006.
12. C. Tomasi and T. Kanade. Shape and motion from image streams under orthography: A factorization approach. Int. J. Comput. Vision., 9(2):137-154, 1992. (Pubitemid 23621943)
13. B. Triggs. Factorization methods for projective structure and motion. In Proc. CVPR IEEE, pages 845-851, 1996.
14. R. Tron and R. Vidal. A benchmark for the comparison of 3d motion segmentation algorithms. Proc. CVPR IEEE, pages 1-8, 2007.
15. R. Vidal and R. Hartley. Three-view multibody structure from motion. IEEE Trans. Pattern Anal. Machine Intell., 30(2):214-227, 2008.
16. R. Vidal, Y. Ma, S. Soatto, and S. Sastry. Two-view multi-body structure from motion. Int. J. Comput. Vision, 68(1):7-25, 2006.
17. L. Zappella, X. Lladó, E. Provenzi, and J. Salvi. Enhanced local subspace affinity for feature-based motion segmentation. Pattern Recognition, 44:454-470, 2011.
18. L. Zappella, E. Provenzi, X. Lladó, and J. Salvi. Adaptive motion segmentation algorithm based on the principal angles configuration. In ACCV, 2010.