General trajectory prior for Non-Rigid reconstruction

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

Volumn , Issue , 2012, Pages 1394-1401

  Valmadre, Jack ^a,b   Lucey, Simon ^a,b  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

3D RECONSTRUCTION; NON-RIGID; NOVEL STRATEGIES; REAL IMAGE SEQUENCES; REAL MOTION; STRUCTURE FROM MOTION; SYSTEM CONDITIONS; THEORETICAL BOUNDS;

COMPUTER VISION; HIGH PASS FILTERS;

TRAJECTORIES;

EID: 84866687173     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247826     Document Type: Conference Paper

References (20)

1. I. Akhter, Y. A. Sheikh, S. Khan, and T. Kanade. Nonrigid structure from motion in trajectory space. In NIPS. MIT Press, 2008.
2. A. Bartoli, V. Gay-Bellile, U. Castellani, J. Peyras, S. I. Olsen, and P. Sayd. Coarse-to-fine low-rank structure-from-motion. In CVPR. IEEE, June 2008.
3. C. Bregler, A. Hertzmann, and H. Biermann. Recovering non-rigid 3D shape from image streams. In CVPR, volume 2, pages 690-696. IEEE, 2000.
4. R. C. Gonzalez and R. E. Woods. Digital Image Processing. Prentice Hall, 2nd edition, 2002.
5. P. F. U. Gotardo and A. M. Martinez. Kernel non-rigid structure from motion. In ICCV. IEEE, 2011.
6. P. F. U. Gotardo and A. M. Martinez. Non-rigid structure from motion with complementary rank-3 spaces. In CVPR, pages 3065-3072. IEEE, June 2011.
7. R. I. Hartley and A. Zisserman. Multiple View Geometry in Computer Vision. Cambridge University Press, 2nd edition, 2004.
8. D. H. Lawrie and A. H. Sameh. The computation and communication complexity of a parallel banded systemsolver. ACM Transactions on Mathematical Software,10(2):185-195, May 1984.
9. H. Lee, A. Battle, R. Raina, and A. Y. Ng. Efficient sparse coding algorithms. In B. Schölkopf, J. Platt, and T. Hoffman, editors, NIPS, pages 801-808. MIT Press, 2007.
10. S. A. Martucci. Symmetric convolution and the discrete sine and cosine transforms. IEEE Transactions on Signal Processing, 42(5):1038-1051, May 1994.
11. H. S. Park and Y. A. Sheikh. 3D reconstruction of a smooth articulated trajectory from a monocular image sequence. In ICCV, pages 201-208. IEEE, Nov. 2011.
12. H. S. Park, T. Shiratori, I. Matthews, and Y. A. Sheikh. 3D reconstruction of a moving point from a series of 2D projections. In ECCV, volume 6313, pages 158-171. Springer, 2010.
13. W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling. Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, second edition, 1992.
14. V. Rabaud and S. J. Belongie. Re-thinking non-rigid structure from motion. In CVPR. IEEE, June 2008.
15. M. Salzmann and R. Urtasun. Physically-based motion models for 3D tracking: A convex formulation. In ICCV, pages 2064-2071. IEEE, Nov. 2011.
16. M. E. Tipping and C. M. Bishop. Probabilistic Principal Component Analysis. Journal of the Royal StatisticalSociety, 61(3):611-622, 1999.
17. L. Torresani, A. Hertzmann, and C. Bregler. Learning non-rigid 3D shape from 2D motion. In NIPS. MIT Press, 2004.
18. L. Torresani, A. Hertzmann, and C. Bregler. Nonrigid structure-from- motion: Estimating shape and motion with hierarchical priors. PAMI, 30(5):878-92, May 2008.
19. L. Torresani, D. Yang, E. J. Alexander, and C. Bregler. Tracking and modeling non-rigid objects withrank constraints. In CVPR, volume 1, pages 493-500. IEEE, 2001.
20. Y. Zhu, M. Cox, and S. Lucey. 3D motion reconstruction for real-world camera motion. In CVPR. IEEE, June 2011.