Human shape correspondence with automatically predicted landmarks

Machine Vision and Applications

Volumn 23, Issue 4, 2012, Pages 821-830

  Wuhrer, Stefanie ^a   Xi, Pengcheng ^a   Shu, Chang ^a  

^a NATIONAL RESEARCH COUNCIL CANADA   (Canada)

Author keywords

Anthropometric landmarks; Human models; Landmark prediction; Shape correspondence

Indexed keywords

ANTHROPOMETRIC LANDMARKS; HUMAN BODIES; HUMAN MODEL; SHAPE CORRESPONDENCE; TEMPLATE MODELS;

MEDICAL APPLICATIONS;

ANTHROPOMETRY;

EID: 84865393110     PISSN: 09328092     EISSN: 14321769     Source Type: Journal    
DOI: 10.1007/s00138-011-0361-9     Document Type: Conference Paper

References (33)

1. Aiger, D., Mitra, N., Cohen-Or, D.: 4-points congruent sets for robust surface registration. ACM Trans. Graphic. 27(3), #85, 1-10 (2008). In: Proceedings of SIGGRAPH
2. Allen, B., Curless, B., Popovic, Z.: The space of human body shapes: reconstruction and parameterization from range scans. ACM Trans. Graphic. 22(3), 587-594 (2003). In: Proceedings of SIGGRAPH
3. Amberg, B., Romdhani, S., Vetter, T.: Optimal step nonrigid icp algorithms for surface registration. In: IEEE Conference on Computer Vision and Pattern Recognition (2007)
4. Anguelov, D., Srinivasan, P., Koller, D., Thrun, S., Rodgers, J., Davis, J.: Scape: shape completion and animation of people. ACM Trans. Graphic. 24(3), 408-416 (2005). In: Proceedings of SIGGRAPH
5. Arya, S., Mount, D.M.: Approximate nearest neighbor queries in fixed dimensions. In: ACM-SIAM Symposium on Discrete Algorithms, pp. 271-280 (1993) (Pubitemid 23612719)
6. Azouz, Z.B., Shu, C.,Mantel, A.: Automatic locating of anthropometric landmarks on 3d human models. In: 3D Data Processing, Visualization and Transmission (2006)
7. Baran, I., Popovic, J.: Automatic rigging and animation of 3D characters. ACM Trans. Graphic. 26(3), (2007). In: Proceedings of SIGGRAPH
8. Besl, P., McKay, N.:Amethod for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach Intell. 14(2), 239-256 (1992)
9. Blanz, V., Vetter, T.: A morphable model for the synthesis of 3d faces. In: Proceedings of SIGGRAPH, pp. 187-194 (1999)
10. Chang, W., Zwicker, M.: Automatic registration for articulated shapes. Comput. Graphic. Forum (Special Issue of SGP 2008) 27(5), 1459-1468 (2006)
11. Chang, W., Zwicker, M.: Range scan registration using reduced deformable models. Comput. Graphic. Forum (Special Issue of Eurographics 2009). (To appear)
12. Davies, R.H., Twining, C.J., Cootes, T.F., Waterton, J.C., Taylor, C.J.: 3D statistical shape models using direct optimization of description length. In: Proceedings European Conference Computer Vision (2002)
13. Dryden, I., Mardia, K.: Statistical Shape Analysis. Wiley, New York (2002)
14. Gall, J., Stoll, C., de Aguiar, E., Theobalt, C., Rosenhahn, B., Seidel, H.-P.: Motion capture using joint skeleton tracking and surface estimation. In: IEEE Conference on Computer Vision and Pattern Recognition (2009)
15. Gelfand, N., Mitra, N.J., Guibas, L.J., Pottmann, H.: Robust global registration. In: Symposium on Geometry Processing, p. 197 (2005)
16. Guan, P., Weiss, A., Bǎlan, A.O., Black, M.J.: Estimating human shape and pose from a single image. In: IEEE International Conference on Computer Vision (2009)
17. Hasler, N., Stoll, C., Sunkel, M., Rosenhahn, B., Seidel, H.-P.: A statistical model of human pose and body shape. Comput. Graphic. Forum (Special Issue of Eurographics 2008), 2(28) (2009)
18. Huang, Q., Adams, B., Wicke, M., Guibas, L.J.: Non-rigid registration under isometric deformations. Comput. Graphic. Forum (Special Issue of SGP 2008), 27(5) (2008)
19. Jain, V., Zhang, H.: A spectral approach to shape-based retrieval of articulated 3d models. Comput. Aided Des. 39(5), 398-407 (2007) (Pubitemid 46726287)
20. Johnson, A.E., Hebert, M.: Using spin images for efficient object recognition in cluttered 3d scenes. IEEE Trans. Pattern Anal.Mach. Intell. 21(5), 433-449 (1999)
21. Li, H., Sumner, R.W., Pauly, M.: Global correspondence optimization for non-rigid registration of depth scans. Comput. Graphic. Forum 27(5) (2008)
22. Liu, D.C., Nocedal, J.: On the limited memory method for large scale optimization. Math. Progr. B 45, 503-528 (1989) (Pubitemid 20660315)
23. Meunier, P., Shu, C., Xi, P.: Revealing the internal structure of human variability for design purposes. In: IEAWorld Congress on Ergonomics (2009)
24. Pauly, M., Mitra, N., Giesen, J., Gross, M., Guibas, L.: Example-based 3d scan completion. In: Symposium on Geometry Processing, p. 23 (2005)
25. Pearl, J.: Probabilistic reasoning in intelligent systems. Morgan Kaufmann, San Mateo (1988)
26. Robinette, K., Daanen, H., Paquet E.: The CAESAR project: A 3-D surface anthropometry survey. In: Conference on 3D Digital Imaging and Modeling, pp. 180-186 (1999)
27. Rusinkiewicz, S., Levoy, M.: Efficient variants of the ICP algorithm. In: Conference on 3D Digital Imaging and Modeling (June 2001)
28. Styner, M., Rajamani, K.T., Nolte, L.-P., Zsemlye, G., Szekely, G., Taylor, C.J., Davies, R.H.: Evaluation of 3d correspondence methods for model building. In: Information Processing in Medical Imaging, pp. 63-75 (2003)
29. van Kaick, O., Zhang, H., Hamarneh, G., Cohen-Or, D.: A survey on shape correspondence. In: Eurographics State-of-the-art Report (2010)
30. Wuhrer, S., Azouz, Z.B., Shu, C.: Semi-automatic prediction of landmarks on human models in varying poses. In: Canadian Conference on Computer and Robot Vision (2010)
31. Xi, P., Lee, W.-S., Shu, C.: Analysis of segmented human body scans. In: Graphics Interface (2007)
32. Yeo, T., Sabuncu, M., Vercauteren, T., Ayache, N., Fischl, B., Golland, P.: Spherical demons: fast diffeomorphic landmarkfree surface registration. IEEE Trans. Med. Imaging 29(3), 650-668 (2010)
33. Zhang, H., Sheffer, A., Cohen-Or, D., Zhou, Q., van Kaick, O., Tagliasacchi, A.: Deformation-driven shape correspondence. Comput.Graphic. Forum (Special Issue of SGP 2008) 27(5) (2008)