Eigen-harmonics faces: Face recognition under generic lighting

Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition

Volumn , Issue , 2004, Pages 296-301

  Qing, Laiyun ^a,b   Shan, Shiguang ^b   Gao, Wen ^a,b  

^a UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; HARMONIC ANALYSIS; IMAGE PROCESSING; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING;

SPHERICAL HARMONIC IMAGES; STATISTICAL SHAPE FROM SHADING (SSFS); STATISTICS-BASED APPROACH;

FACE RECOGNITION;

EID: 4544340560     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. J. Atick, P. Griffin, and A Redlich, "Statistical Approach to Shape from Shading: Reconstruction of 3D Face Surfaces from Single 2D Images", Journal of Neural Computation, vol. 8, no. 6, pp. 1321-340, 1996.
2. R. Basri and D. Jacobs, "Lamberian reflectance and linear subspaces", Proc.ICCV'2001, vol. II: pp.384-390, 2001.
3. R. Basri and D. Jacobs, "Photometric Stereo with General, Unknown Lighting", Proc. CVPR'2001, vol. II: pp. 374-381, 2001.
4. P.N. Belhumeur and J.P. Hespanha and D.J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection", IEEE Trans. on PAMI, vol.19, no.7, pp.711-720, July, 1997.
5. V. Blanz, V. and T. A. Vetter, "orphable Model for the Synthesis of 3D Faces", Proc. SIGGRAPH'99, pp. 187-194, 1999.
6. V. Blanz, T. Vetter, "Face Recognition Based on Fitting a 3D Morphable Model", IEEE Trans. on PAMI, vol.25, no.9, pp. 1-12, September, 2003.
7. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, second edition, John Wiley & Sons, 2001.
8. A. S. Georghiades, P. N. Belhumeur and D. J. Kriegman, "From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose," IEEE Trans. on PAMI, vol.23, no.6, pp.643-660, June 2001.
9. R. Gross, I. Matthews and S. Baker, "Eigen Light-Fields and Face Recognition Across Pose", Proc. FG'2002, 2002.
10. K. C. Lee, J. Ho and D. Kreigman, "Nine Points of Light: Acquiring Subspaces for Face Recognition under Variable Lighting," Proc. CVPR'2001, vol. I, pp.519-526, 2001.
11. P. J. Phillips, H. Moon, D. M. Blackburn, E. Tabassi, and J. M. Bone, "The FERET Evaluation Methodology for Face-Recognition Algorithms," IEEE Trans. on PAMI, vol.22, no.10, pp. 1090-1104, 2000.
12. P. J. Phillips, P. Grother, R. J. Micheals, D. M. Blackburn, E. Tabassi, and J. M. Bone, "FRVT 2002: Evaluation Report," March 2003, http://www.frvt.org/DLs/FRVT_2002_Evaluation_Report.pdf
13. W.H. Press, S.A. Teukolsky, W.T. Vetterling, and B.P. Flannery, Numerical Recipes in C, Cambridge Univ. Press, 1992.
14. R. Ramamoorthi and P. Hanrahan, "An efficient representation for irradiance environment maps", Proc. SIGGRAPH'2001, pp.497-500, 2001.
15. R. Ramamoorthi, "Analytic PCA Construction for Theoretical Analysis of Lighting Variability in Images of a Lambertian Object," IEEE Trans. on PAMI, vol.24, no. 10, pp. 1-12, 2002.
16. A. Shashua and T. Riklin-Raviv, "The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations", IEEE Trans. on PAMI, vol.23, no.2, pp. 129-139, 2001.
17. T. Sim, T. Kanade, "Combining Models and Exemplars for Face Recognition: An Illuminating Example," Proc. CVPR Workshop on Models versus Exemplars in Comp. Vision, December, 2001.
18. T. Sim, S. Baker, and M. Bsat, "The CMU Pose, Illumination, and Expression (PIE) Database", Proc. FG'2002, 2002
19. M. Turk and A. Pentland, "Eigenfaces for Recognition," Cognitive Neuroscience, vol.3, no.1, pp.71-96, 1991
20. Left Blank for Blind Review
21. Z. Wen, Z. Liu and T. S. Huang, "Face Relighting with Radiance Environment Maps", Proc. CVPR'2003, vol. II, pp.158-165, June 2003.
22. L. Zhang, D. Samaras, "Face Recognition Under Variable Lighting using Harmonic Image Exemplars", Proc. CVPR'2003, vol. I, pp. 19-25, June 2003.
23. W. Y. Zhao, R. Chellappa, A. Rosenfeld, and P. J. Phillips, "Face recognition: A literature survey", UMD CfAR Technical Report CAR-TR-948, 2000.
24. W. Zhao and R. Chellappa, "Illumination-insensitive Face Recognition using Symmetric Shape-from-Shading", Proc. CVPR'2000, 2000