Face shape recovery from a single image using CCA mapping between tensor spaces

26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR

Volumn , Issue , 2008, Pages

  Lei, Zhen ^a   Bai, Qinqun ^a   He, Ran ^a   Li, Stan Z ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER VISION; CONFORMAL MAPPING; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; INFRARED DEVICES; PATTERN RECOGNITION; SHAPE OPTIMIZATION; TENSORS;

3-D IMAGING; 3-D OBJECTS; 3D FACES; AND MODELING; CANONICAL CORRELATION ANALYSIS; DEPTH MAPS; FACE IMAGES; LEARNING PHASE; NEAR INFRA-RED; NEW APPROACHES; PRACTICAL SOLUTIONS; SHAPE RECOVERY; SINGLE IMAGES; STATISTICAL LEARNING; TENSOR SPACES; TRAINING SETS;

THREE DIMENSIONAL;

EID: 51949105919     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587341     Document Type: Conference Paper

References (22)

1. J. J. Atick, P. A. Griffin, and A. N. Redlich. "Statistical approach to shape from shading: Reconstruction of three-dimensional face surfaces from single two-dimensional images". Neural Computation, 8(6):1321-1340, 1996.
2. V. Blanz and T. Vetter. "A morphable model for the synthesis of 3d faces". In SIGGRAPH'99 Conference Proceedings, pages 187-194, 1999.
3. L. Breiman and J. Friedman. "Predicting multivariate responses in multiple linear regression". Journal of the Royal Statistical Society, 59(1):3-54, 1997.
4. M. Castelan and E. R. Hancock. "A simple coupled statistical model for 3d face shape recovery". In Proceedings of the 18th International Conference on Pattern Recognition 2006, pages 231-234, 2006.
5. R. Dovgard and R. Basr. "Statistical symmetric shape from shading for 3d structure recovery of faces". In Proceedings of the European Conference on Computer Vision, pages 108-116, 2004.
6. R. O. Duda, P. E. Hart, and D. G. Stork. Pattern Classification, Second Edition. John Wiley and Sons, 2001.
7. B. K. P. Horn and M. J. Brooks, editors. Shape from Shading. MIT Press, Cambridge, MA, June 1989.
8. X. W. Hou, S. Z. Li, and H. J. Zhang. "Direct appearance models". In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, volume 1, pages 828-833, Hawaii, December 11-13 2001.
9. Y. Hu, D. Jiang, S. Yan, L. Zhang, and H. zhang. "Automatic 3d reconstruction for face recognition". In Proc. IEEE International Conference on Automatic Face and Gesture Recognition, pages 843-848, 2004.
10. D. Jiang, Y. Hu, S. Yan, L. Zhang, H. Zhang, and W. Gao. "Efficient 3d reconstruction for face recognitionn". Pattern Recognition, 38(6):787-798, 2005.
11. I. Kemelmacher and R. Basri". "Molding face shapes by example". "European Conference on Computer Vision", "2006".
12. S. Z. Li, R. Chu, S. Liao, and L. Zhang. "Illumination invariant face recognition using near-infrared images". IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4):627-639, April 2007.
13. T. Melzer, M. Reiter, and H. Bischof. "Appearance models based on kernel canonical correlation analysis". Pattern Recognition, 36(9):1961-1971, 2003.
14. M. Reiter, R. Donner, L. Georg, and B. Horst. "3D and infrared face reconstruction from RGB data using canonical correlation analysiss". In Proceedings of International Conference on Pattern Recognition, 2006.
15. S. Romdhani and T. Vetter. "Estimating 3d shape and texture using pixel intensity, edges, specular highlights, texture constraints and a prior". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition 2005, pages 986-993, 2005.
16. W. A. P. Smith and E. R. Hancock. "Recovering facial shape using a statistical model of surface normal direction". IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(12):1914-1930, 2006.
17. M. A. O. Vasilescu and D. Terzopoulos. "Multilinear analysis of image ensembles: Tensorfaces". In ECCV (1), pages 447-460, 2002.
18. M. A. O. Vasilescu and D. Terzopoulos. "Multilinear subspace analysis of image ensembles". In Computer Vision and Pattern Recognition (2), pages 93-99, 2003.
19. P. Viola and M. Jones. "Robust real time object detection". In IEEE ICCV Workshop on Statistical and Computational Theories of Vision, Vancouver, Canada, July 13 2001.
20. Y. Wang, Z. Liu, G. Hua, Z. Wen, Z. Zhang, and D. Samaras. "Face re-lighting from a single image under harsh lighting conditions". In Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition 2007, June 2007.
21. R. Zhang, P. S. Tsai, J. E. Cryer, and M.Shah. "Shape from shading: A survey". IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(8):690-706, 1999.
22. W. Zhao and R. Chellappa. "Symmetric shape-from-shading using self-ratio image". International Journal of Computer Vision, pages 55-75, 2001.