Estimating Human Shape and Pose from a Single Image

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2009, Pages 1381-1388

  Guan, Peng ^a   Weiss, Alexander ^a   Balan, Alexandru O ^a   Black, Michael J ^a  

^a Brown Univerity   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; GRAPHIC METHODS; IMAGE SEGMENTATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

3D HUMAN BODY; BODY POSE; BODY SHAPES; HUMAN BODIES; HUMAN BODY MODELLING; HUMAN POSE; HUMAN SHAPES; POSE PARAMETERS; SHAPE PARAMETERS; SINGLE IMAGES;

PHOTOGRAPHY;

EID: 85103353081     PISSN: 15505499     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459300     Document Type: Conference Paper

References (25)

1. B. Allen, B. Curless, and Z. Popovic. The space of human body shapes: Reconstruction and parameterization from range scans. SIGGRAPH, pp. 587-594, 2003.
2. D. Anguelov, P. Srinivasan, D. Koller, S. Thrun, J. Rodgers, and J. Davis. SCAPE: Shape completion and animation of people. SIGGRAPH, 24(3):408-416, 2005.
3. A. Balan and M. Black. The naked truth: Estimating body shape under clothing. ECCV, LNCS 5303:15-29, 2008.
4. A. Balan, M. Black, H. Haussecker, and L. Sigal. Shining a light on human pose: On shadows, shading and the estimation of pose and shape. ICCV, pp. 1-8, 2007.
5. A. Balan, L. Sigal, M. Black, J. Davis, and H. Haussecker. Detailed human shape and pose from images. CVPR, 2007.
6. V. Blanz and T. Vetter. A morphable model for the synthesis of 3D faces. SIGGRAPH, pp. 187-194, 1999.
7. J. Blinn. Models of light reflection for computer synthesized pictures. SIGGRAPH, pp. 192-198, 1977.
8. M. de La Gorce, N Paragios and D. Fleet, Model-based hand tracking with texture, shading and self-occlusions. CVPR, pp. 1-8, 2008.
9. J. Deutscher and I. Reid. Articulated body motion capture by stochastic search. IJCV, 61(2):185-205, 2005.
10. V. Ferrari, M. Marin, and A. Zisserman. Progressive search space reduction for human pose estimation. CVPR, 2008.
11. S. Geman and D. McClure, Statistical methods for tomographic image reconstruction. Bulletin Int. Statistical Institute. LII-4:5-21, 1987.
12. D. Grest and R. Koch. Human model fitting from monocular posture images. Proc. VMV, pp. 665-1344, 2005.
13. A. Hilton, D. Beresford, T. Gentils, R. Smith, W. Sun and J. Illingworth, Whole-body modelling of people from multiview images to populate virtual worlds, The Visual Computer, 16(7):411-436, 2000.
14. I. Kakadiaris and D. Metaxas, Three-dimensional human body model acquisition from multiple views, IJCV, 30(3):191-218, 1998.
15. H. Lee and Z. Chen. Determination of 3D human body postures from a single view. CVGIP, 30(2):148-168, 1985.
16. W. Lee., J. Gu, N. Magnenat-Thalmann. Generating animatable 3D virtual humans from photographs. Eurographics, 19(3):1-10, 2000.
17. R. Plänkers and P. Fua. Articulated soft objects for multiview shape and motion capture. PAMI, 25(10):63-83, 2003.
18. C. Rother, V. Kolmogorov, and A. Blake. “GrabCut”: Interactive foreground extraction using iterated graph cuts. SIGGRAPH, 23(3):309-314, 2004.
19. D. Samaras D. Metaxas. Incorporating illumination constraints in deformable models for shape from shading and light direction estimation. CVPR, pp. 322-329, 1998.
20. H. Seo, Y.I. Yeo and K. Wohn, 3D Body reconstruction from photos based on range scan, Tech. for E-Learning and Digital Entertainment, v. 3942, pp. 849-860, 2006.
21. L. Sigal, A. Balan, and M. Black. Combined discriminative and generative articulated pose and non-rigid shape estimation. NIPS 20, pp. 1337-1344, 2008.
22. C. Sminchisescu and A. Telea. Human pose estimation from silhouettes, a consistent approach using distance level sets. WSCG Int. Conf. C.G. Vis. Comp. Vision, pp. 413-420, 2002.
23. C. Sminchisescu and B. Triggs. Building roadmaps of local minima of visual models. ECCV, v. 1, pp. 566-582, 2002.
24. C. J. Taylor. Reconstruction of articulated objects from point correspondences in a single uncalibrated image. CVIU, 80(10):349-363, 2000.
25. C. Theobalt, N. Ahmed, H. Lensch, M. Magnor, and H.-P. Seidel. Seeing people in different light - Joint shape, motion, and reflectance capture. IEEE Trans. Visual. Comp. Graph., 13(4):663-674, 2007.