3D and infrared face reconstruction from RGB data using canonical correlation analysis

Proceedings - International Conference on Pattern Recognition

Volumn 1, Issue , 2006, Pages 425-428

  Reiter, Michael ^a   Donner, René ^a,b   Langs, Georg ^a,b   Bischof, Horst ^b  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^b GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; FACE RECOGNITION; INFRARED RADIATION; MATHEMATICAL MODELS; REGRESSION ANALYSIS; THREE DIMENSIONAL;

CANONICAL CORRELATION ANALYSIS (CCA); FACE IMAGES; FACE RECONSTRUCTION; NEAR-INFRARED (NIR) FACE TEXTURES;

IMAGE RECOGNITION;

EID: 34047223820     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.24     Document Type: Conference Paper

References (17)

1. J. Atick, P. Griffin, and A. Redlich. Statistical approach to shape from shading: reconstruction of three- dimensional face surfaces from single two-dimensional images. Neural Computation, 1996.
2. R. Basri and D. Jacobs. Photometric stereo with general, unknown lighting. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2001.
3. V. Blanz, S. Romdhani, and T. Vetter. Face identification across different poses and illuminations with a 3d morphable model. Auto. Face and Gesture Recognition, 2002.
4. M. Borga. Learning Multidimensional Signal Processing. Linköping Studies in Science and Technology, Dissertations, No. 531. Department of Electrical Engineering, Linköping University, Linköping, Sweden, 1998.
5. L. Breiman and J. Friedman. Predicting multivariate responses in multiple linear regression. Journal of the Royal Statistical Society, 59(1):3-54, 1997.
6. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. IEEE Trans. PAMI, 23(6):681-685, 2001.
7. K. I. Diamantaras and S. Kung. Principal Component Neural Networks. John Wiley & Sons, 1996.
8. R. Dovgard and R. Basri. Statistical symmetric shape from shading for 3d structure recovery of faces. In European Conference on Computer Vision, 2004.
9. A. Höskuldsson. PLS regression methods. Journal of Chemometrics, 2:211-228, 1988.
10. H. Hotelling. Relations between two sets of variates. Biometrika, 8:321-377, 1936.
11. Y. Hua, M. Nikpour, and P. Stoica. Optimal reduced-rank estimation and filtering. IEEETSP, 49(3):457-469, 2001.
12. T. Melzer, M. Reiter, and H. Bischof. Appearance models based on kernel canonical correlation analysis. Pattern Recognition, 39(9): 1961-1973, 2003.
13. A. Pezeshki, L. L. Scharf, M. R. Azimi-Sadjadi, and Y. Hua. Underwater target classification using canonical correlations. In Proc. of MTS/IEEE Oceans '03, 2003.
14. J. A. Robinson and J. R. Hyde. Estimation of face depths by conditional densities. In British Mashine Vision Conference, 2005.
15. S. Sarkar. 3d face database.
16. A. Yuille, D. Snow, and R. Epstein. Determining generative models of objects under varying illumination: Shape and albedo from multiple images using SVD and integrability. International Journal of Computer Vision, 1999.
17. W. Zhao and R. Chellappa. Illumination-insensitive face recognition using symmetric shape-from-shading. In IEEE CVPR, 2000.