Human body shape and motion tracking by hierarchical weighted ICP

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6939 LNCS, Issue PART 2, 2011, Pages 408-417

  Chen, Jia ^a   Wu, Xiaojun ^a   Wang, Michael Yu ^b   Deng, Fuqin ^c  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^c UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE NEAREST NEIGHBOR; BODY SEGMENT; HUMAN BODIES; ITERATIVE CLOSEST POINTS; MESH MODEL; MOTION TRACKING; MULTIVIEW VIDEO; NEAREST NEIGHBORS; REGISTRATION POINTS; SIX-DOF; SURFACE MESH; SYNTHETIC DATA; VISUAL-HULL RECONSTRUCTION; WHOLE-BODY MOTION;

EID: 80053354192     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24031-7_41     Document Type: Conference Paper

References (20)

1. Akca, D.: Generalized procrustes analysis and its applications in photogrammetry. Tech. rep., ETHz (2004)
2. Ballan, L., Cortelazzo, G.: Marker-less motion capture of skinned models in a four camera set-up using optical flow and silhouettes. In: Proceedings of 3D Data Processing, Visualization and Transmission (3DPVT 2008), pp. 36-43 (2008)
3. Besl, P., McKay, H.: A method for registration of 3-d shapes. IEEE Trans. on PAMI 14(2), 239-256 (1992)
4. Corazza, S., Gambaretto, E., Andriacchi, T.: Automatic generation of a subjectspecific model for accurate markerless motion capture and biomechanical applications. IEEE Trans. on Biomedical Engineering 57(4), 806-812 (2009)
5. Corazza, S., Mündermann, L., Andriacchi, T.P.: Markerless motion capture through visual hull, articulated icp and subject specific model generation. International Journal of Computer Vision (IJCV) 87, 156-169 (2010)
6. Gall, J., Rosenhahn, B., Brox, T., Seidel, H.: Optimization and filtering for human motion capture. Int. Journal of Computer Vision (IJCV) 87, 75-92 (2010)
7. Kehl, R., Bray, M., Van Gool, L.: Full body tracking from multiple views using stochastic sampling. In: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), vol. 2, pp. 129-136 (2005)
8. Laurentini, A.: The visual hull concept for silhouette-based image understanding. IEEE Trans. on PAMI 16, 150-162 (1994)
9. Lewis, J.P., Cordner, M., Fong, N.: Pose space deformation: a unified approach to shape interpolation and skeleton-driven deformation. In: Proceedings of the 27th SIGGRAPH, pp. 165-172 (2000)
10. Magnenat-Thalmann, N., Laperrire, R., Thalmann, D.: Joint-dependent local deformations for hand animation and object grasping. In: Proceedings of Graphics Interface 1988, pp. 26-33 (1988)
11. Ménier, C., Boyer, E., Raffin, B.: 3d skeleton-based body pose recovery. In: Proceedings of Third International Symposium on 3DPVT, pp. 389-396 (2007)
12. Moeslund, T.B., Hilton, A., Krüger, V.: A survey of advances in vision-based human motion capture and analysis. CVIU 104, 90-126 (2006)
13. Moschini, D., Fusiello, A.: Tracking human motion with multiple cameras using an articulated model. In: Gagalowicz, A., Philips, W. (eds.) MIRAGE 2009. LNCS, vol. 5496, pp. 1-12. Springer, Heidelberg (2009)
14. Mount, D.M., Arya, S.: Ann programming manual, version 1.1 (2010), http://www.cs.umd.edu/~mount/ANN/
15. Mundermann, L., Corazza, S., Chaudhari, A.M., Andriacchi, T.P.: Most favorable camera configuration for a shape-from-silhouette markerless motion capture system for biomechanical analysis, vol. 5665, pp. 278-287. SPIE, San Jose (2005)
16. Ogawara, K., Li, X.L., Ikeuchi, K.: Marker-less human motion estimation using articulated deformable model. In: Proceedings of the IEEE ICRA, pp. 46-51 (2007)
17. Poppe, R.: Vision-based human motion analysis: An overview. Computer Vision and Image Understanding 108, 4-18 (2007)
18. Sigal, L., Black, M.J.: Humaneva: Synchronized video and motion capture dataset for evaluation of articulated human motion. Tech. rep., Brown University (2006)
19. Song, P., Wu, X., Wang, M.Y.: A robust and accurate method for visual hull computation. In: Proc. of the IEEE ICIA, pp. 784-789 (2009)
20. Takahashi, K., Hashimoto, M.: Remarks on markerless human motion capture from voxel reconstruction with simple human model. In: Proc. of the IEEE/RSJ Int. Conference on IROS, pp. 755-760 (2008)