Fast nonrigid mesh registration with a data-driven deformation prior

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009

Volumn , Issue , 2009, Pages 304-311

  Schneider, David C ^a   Eisert, Peter ^a  

^a FRAUNHOFER HEINRICH HERTZ INSTITUTE   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

3D TEMPLATES; COMPLEX SHAPES; DATA-DRIVEN; DATA-DRIVEN APPROACH; FIRST-ORDER APPROXIMATIONS; ITERATIVE CLOSEST POINTS; LOCAL MODEL; NON-RIGID REGISTRATION SCHEME; PCA MODEL; POINT CLOUD; SHAPE MODEL; SIMULTANEOUS OPTIMIZATION; TIKHONOV REGULARIZATION;

ALGORITHMS; COMPUTER VISION; COST FUNCTIONS; DEFORMATION; LINEAR SYSTEMS; OPTIMIZATION; PARAMETER ESTIMATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

THREE DIMENSIONAL;

EID: 77953186009     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2009.5457684     Document Type: Conference Paper

References (18)

1. T. Albrecht, M. Lüthi, and T. Vetter. A Statistical Deformation Prior for Non-Rigid Image and Shape Registration. In Proc. Conference on Computer Vision and Pattern Recognition CVPR'08, 2008.
2. B. Allen, B. Curless, and Z. Popovic. The Space Of Human Body Shapes: Reconstruction And Parameterization From Range Scans. In Proc. of ACM SIGGRAPH, 2003.
3. B. Amberg, A. Blake, A. Fitzgibbon, S. Romdhani, and T. Vetter. Reconstructing High Quality Face-Surfaces using Model Based Stereo. In Proceedings ICCV, 2007.
4. B. Amberg, S. Romdhani, and T. Vetter. Optimal Step Non-rigid ICP Algorithms For Surface Registration. In Proc. Conference on Computer Vision and Pattern Recognition CVPR'07, 2007.
5. D. Anguelov, P. Srinivasan, H.-C. Pang, D. Koller, S. Thrun, and J. Davis. SCAPE: Shape Completion and Animation of People. In Proc. of ACM SIGGRAPH, 2005.
6. D. Anguelov, P. Srinivasan, H.-C. Pang, D. Koller, S. Thrun, and J. Davis. The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces. NIPS, 17:33-40, 2005.
7. P. J. Besl and N. D. McKay. A Method for Registration of 3-D Shapes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:239-256, 1992.
8. V. Blanz, K. Scherbaum, and H.-P. Seidel. Fitting a Morphable Model to 3D Scans of Faces. In Proceedings of ICCV, 2007.
9. V. Blanz and T. Vetter. A Morphable Model for the Synthesis of 3D Faces. In Proc. of ACM SIGGRAPH, 1999.
10. V. Blanz and T. Vetter. Face Recognition Based on Fitting a 3D Morphable Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 25/9, 2003.
11. A. M. Bronstein and M. M. B. an Ron Kimmel. Numerical Geometry of Nonrigid Shapes. Springer, 2008.
12. A. M. Bronstein, M. M. Bronstein, and R. Kimmel. Topology-invariant similarity of nonrigid shapes. International Journal of Computer Vision, 81(3):281-301, 2009.
13. P. Fua. Regularized Bundle-Adjustment to Model Heads from Image Sequences without Calibration Data. International Journal of Computer Vision, 38:153-171, 2000.
14. D. Haehnel, S. Thruny, andW. Burgard. An Extension of the ICP Algorithm for Modeling Nonrigid Objects with Mobile Robots. In Proc. of the International Joint Conference on Artificial Intelligence, 2003.
15. K. Kähler, J. Haber, H. Yamauchi, and H.-P. Seidel. Head Shop: Generating Animated Head Models With Anatomical Structure. In Proc. of ACM SIGGRAPH, 2002.
16. J. Paterson and A. Fitzgibbon. 3D Head Tracking Using Non-Linear Optimization. In British Machine Vision Conference 03, 2003.
17. S. Romdhani and T. Vetter. Estimating 3D Shape and Texture Using Pixel Intensity, Edges, Specular Highlights, Texture Constraints and a Prior. In IEEE Conference on Computer Vision and Pattern Recognition, 2005.
18. M. Wheeler and K. Ikeuchi. Iterative estimation of rotation and translation using the quaternion. Technical Report CMU-CS-95-215, Computer Science Department, Carnegie Mellon University, 1995.