Resolving occlusion in multiframe reconstruction of deformable surfaces

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2011, Pages 31-36

  Shaji, Appu ^a   Varol, Aydin ^a   Fua, Pascal ^a   Yashoteja, ^b   Jain, Ankush ^b   Chandran, Sharat ^b  

^a EPFL   (Switzerland)

^b INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMATION; LEARNING SYSTEMS;

COMPUTER VISION ALGORITHMS; DEFORMABLE OBJECT; DEFORMABLE SURFACES; ISOMETRIC SURFACES; MACHINE LEARNING METHODS; MONOCULAR CAMERAS; MULTIFRAME RECONSTRUCTION; MULTIPLE-FRAME;

COMPUTER VISION;

EID: 80054956775     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2011.5981724     Document Type: Conference Paper

References (25)

1. D. Bertsekas. Nonlinear Programming. Athena Scientific, 1999.
2. K. S. Bhat, C. D. Twigg, J. K. Hodgins, P. K. Khosla, Z. Popovic, and S. M. Seitz. Estimating Cloth Simulation Parameters from Video. In ACM Symposium on Computer Animation, 2003.
3. V. Blanz and T. Vetter. A Morphable Model for the Synthesis of 3D Faces. In ACM SIGGRAPH, pages 187-194, August 1999.
4. C. Bregler, A. Hertzmann, and H. Biermann. Recovering Non-Rigid 3D Shape from Image Streams. In CVPR, 2000.
5. M. D. Carmo. Differential Geometry of Curves and Surfaces. Prentice Hall, 1976.
6. L. Cohen and I. Cohen. Finite-Element Methods for Active Contour Models and Balloons for 2D and 3D Images. IEEE T-PAMI, 15(11):1131-1147, November 1993.
7. T. Cootes, G. Edwards, and C. Taylor. Active Appearance Models. In ECCV, pages 484-498, June 1998.
8. A. Del Bue, F. Smeraldi, and L. Agapito. Non-Rigid-Structure from Motion Using Ranklet-Based Tracking and Non-Linear Optimization. Image Vision Computing, 25:297-310, March 2007.
9. J. Fayad, A. Del Bue, L. Agapito, and P. M. Q. Aguiar. Non-Rigid Structure from Motion Using Quadratic Deformation Models. In British Machine Vision Conference, 2009.
10. M. Kilian, N. J. Mitra, and H. Pottman. Geometric Modeling in Shape Space. In ACM SIGGRAPH, 2007.
11. M. Salzmann and P. Fua. Deformable Surface 3D Reconstruction from Monocular Images. Synthesis Lectures on Computer Vision. Morgan-Claypool Publishers, 2010.
12. M. Perriollat, R. Hartley, and A. Bartoli. Monocular Template-Based Reconstruction of Inextensible Surfaces. In British Machine Vision Conference, 2008.
13. M. Salzmann. Learning and Recovering 3D Surface Deformations. PhD thesis, Ecole Polytechnique Fédérale de Lausanne, 2009.
14. M. Salzmann and P. Fua. Linear Local Models for Monocular Reconstruction of Deformable Surfaces. IEEE T-PAMI, 2011.
15. A. Shaji and S. Chandran. Riemannian Manifold Optimisation for Non-Rigid Structure from Motion. In CVPR, 2008.
16. A. Shaji, A. Varol, L. Torresani, and P. Fua. Simultaneous Point Matching and 3D Deformable Surface Reconstruction. In CVPR, June 2010.
17. J. Taylor, A. D. Jepson, and K. N. Kutulakos. Non-Rigid Structure from Locally-Rigid Motion. In CVPR, June 2010.
18. D. Terzopoulos, A. Witkin, and M. Kass. Symmetry-Seeking Models and 3D Object Reconstruction. IJCV, 1:211-221, 1987.
19. C. Tomasi and T. Kanade. Shape and Motion from Image Streams Under Orthography: A Factorization Method. IJCV, 9(2):137-154, 1992.
20. L. Torresani, A. Hertzmann, and C. Bregler. Learning Non- Rigid 3D Shape from 2D Motion. In NIPS. MIT Press, 2003.
21. L. Torresani, A. Hertzmann, and C. Bregler. Nonrigid Structure-From- Motion: Estimating Shape and Motion With Hierarchical Priors. IEEE T-PAMI, 30(5):878-892, 2008.
22. L. Tsap, D. Goldgof, and S. Sarkar. Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models. IEEE T-PAMI, 22(5):526-543, 2000.
23. A. Varol, M. Salzmann, E. Tola, and P. Fua. Template-Free Monocular Reconstruction of Deformable Surfaces. In ICCV, September 2009.
24. J. Xiao and T. Kanade. Uncalibrated Perspective Reconstruction of Deformable Structures. In ICCV, 2005.
25. J. Zhu, S. Hoi, C. Steven, Z. Xu, and M. Lyu. An Effective Approach to 3D Deformable Surface Tracking. In ECCV, pages 766-779, 2008.