Semi-automatic prediction of landmarks on human models in varying poses

CRV 2010 - 7th Canadian Conference on Computer and Robot Vision

Volumn , Issue , 2010, Pages 136-142

  Wuhrer, Stefanie ^a   Azouz, Zouhour Ben ^a   Shu, Chang ^a  

^a NATIONAL RESEARCH COUNCIL CANADA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CANONICAL FORM; HUMAN BODIES; HUMAN MODEL; LANDMARK LOCATIONS; MARKOV NETWORKS; PROBABILISTIC INFERENCE; SEMI-AUTOMATICS; SPATIAL RELATIONSHIPS;

COMPUTER VISION; FORECASTING;

THREE DIMENSIONAL;

EID: 77954419687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CRV.2010.25     Document Type: Conference Paper

References (22)

1. B. Allen, B. Curless, and Z. Popović. The space of human body shapes: reconstruction and parameterization from range scans. ACM Transactions on Graphics, 22(3):587-594, 2003. Proceedings of SIGGRAPH.
2. B. Allen, B. Curless, Z. Popović, and A. Hertzmann. Learning a correlated model of identity and pose-dependent body shape variation for real-time synthesis. In ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pages 147-156, 2006.
3. D. Anguelov, P. Srinivasan, D. Koller, S. Thrun, H.-C. Pang, and J. Davis. The correlated correspondence algorithm for unsupervised registration of nonrigid surfaces. In Neural Information Processing Systems, 2004.
4. S. Arya and D. M. Mount. Approximate nearest neighbor queries in fixed dimensions. In ACM-SIAM Symposium on Discrete Algorithms, pages 271-280, 1993.
5. Z. B. Azouz, C. Shu, and A. Mantel. Automatic locating of anthropometric landmarks on 3d human models. In 3D Data Processing, Visualization and Transmission, 2006.
6. I. Borg and P. Groenen. Modern Multidimensional Scaling Theory and Applications. Springer, 1997.
7. A. M. Bronstein, M. M. Bronstein, and R. Kimmel. Generalized multidimensional scaling: a framework for isometryinvariant partial surface matching. Proceedings of the National Academy of Science, 103(5):1168-1172, 2006.
8. T. Cox and M. Cox. Multidimensional Scaling, Second Edition. Chapman & Hall CRC, 2001.
9. D. Crandall, P. Felzenszwalb, and D. Huttenlocher. Spatial priors for part-based recognition using statistical models. In Conference on Computer Vision and Pattern Recognition, pages 10-17, 2005.
10. R. Duda, P. Hart, and D. Stork. Pattern Classification, Second Edition. John Wiley & Sons, Inc., 2001.
11. A. Elad and R. Kimmel. On bending invariant signatures for surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(10):1285-1295, 2003.
12. R. Fergus, P. Perona, and A. Zisserman. Object class recognition by unsupervised scale-invariant learning. In Conference on Computer Vision and Pattern Recognition, pages 264-271, 2003.
13. N. Hasler, C. Stoll, M. Sunkel, B. Rosenhahn, and H.-P. Seidel. A statistical model of human pose and body shape. In P. Dutré and M. Stamminger, editors, Computer Graphics Forum (Proc. Eurographics 2008), volume 2, 2009.
14. N. Hasler, C. Stoll, T. Thormählen, B. Rosenhahn, and H.-P. Seidel. Estimating body shape of dressed humans. Computers & Graphics, 2009. (to appear).
15. Q. Huang, B. Adams, M. Wicke, and L. J. Guibas. Non-rigid registration under isometric deformations. Computer Graphics Forum (Special Issue of Symposium on Geometry Processing 2008), 27(5), 2008.
16. V. Jain, H. Zhang, and O. van Kaick. Non-rigid spectral correspondence of triangle meshes. International Journal on Shape Modeling, 13(1):101-124, 2007.
17. R. Kimmel and J. Sethian. Computing geodesic paths on manifolds. Proceedings of the National Academy of Science, 95:8431-8435, 1998.
18. J. Pearl. Probabilistic Reasoning in Intelligent Systems. Morgan Kaufmann, 1988.
19. J. Tierny, J.-P. Vandeborre, and M. Daoudi. Reeb chart unfolding based 3D shape signatures. In Eurographics, pages 13-16, 2007.
20. S. Wuhrer, C. Shu, Z. B. Azouz, and P. Bose. Posture invariant correspondence of incomplete triangular manifolds. International Journal on Shape Modeling, 13(2):139-157, 2007.
21. P. Xi, W.-S. Lee, and C. Shu. Analysis of segmented human body scans. In Graphics Interface, 2007.
22. H. Zhang, A. Sheffer, D. Cohen-Or, Q. Zhou, O. van Kaick, and A. Tagliasacchi. Deformation-driven shape correspondence. Computer Graphics Forum (Special Issue of Symposium on Geometry Processing 2008), 27(5), 2008.