Lighting normalization with generic intrinsic illumination subspace for face recognition

Proceedings of the IEEE International Conference on Computer Vision

Volumn II, Issue , 2005, Pages 1089-1096

  Chen, Chia Ping ^a   Chen, Chu Song ^a  

^a INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC PROGRAMMING; COMPUTER SCIENCE; IMAGE ANALYSIS; INFORMATION TECHNOLOGY; LIGHTING; LINEAR ALGEBRA;

ANALYTIC GENERATION; ILLUMINATION SUBSPACE; INTRINSIC ILLUMINATION; LIGHTING NORMALIZATION;

FACE RECOGNITION;

EID: 33745896531     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Y. Adnin, Y. Moses, and S. Ullman, "Face recognition: The problem of compensating for changes in illumination direction," IEEE Trans. on PAMI, Vol. 19, No. 7, pp. 712-732, 1997.
2. H.G. Barrow and J.M. Tenenbaum, "Recovering Intrinsic scene Characteristics from Images," Computer Vision System, pp. 3-26, 1978
3. R. Basri and D. Jacobs, "Lambertian reflectance and linear subspaces," IEEE Trans. on PAMI, Vol. 25, No. 2, pp. 218-233, 2003.
4. P.N. Belhumeur, D.J. Kriegman, "What is the set of Images of an Object Under All possible Lighting Conditions?" Proc. of IEEE CVPR, 1996
5. A.S. Georghiades and P.N. Belhumeur, "Illumination cone models for Faces recognition under variable lighting,", Proc. of IEEE CVPR, 1998
6. A.S. Georghiades and P.N. Belhumeur, "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, 2001
7. R. Gross, and V. Brajovie, "An Image Propocessing Algorithm for Illumination Invariant Face Recognition," Proc. of 4th Intl. Conf. on AVBPA, pp. 10-18, 2003.
8. J. Huang and D. Mumford, "Statistics of Natural Images and Models," Proc. of IEEE CVPR, 1999.
9. D.J. Jobson, S.U. Rahman, and G.A. Woodell, "Properties and Performance of a Center/Surround Retinex," IEEE Trans, on IP, Vol. 16, No. 3, pp. 451-462, 1997.
10. D.J. Jobson, S.U. Rahman, and G.A. Woodell, "A Multiscale Retinex for Bridging the Gap Between Color Images and the Human Observation of Scenes," IEEE Trans. on IP, Vol. 16, No. 7, pp. 965-976, 1997.
11. D.D. Lee and H.S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature 401, pp. 788-791, 1999.
12. D.D. Lee and H.S. Seung, "Alogrithms for non-negative matrix factorization," Proc. of NIPS, 2000.
13. R. Ramamoorthi and P. Hanrahan, "On the relationship between radiance and irradiance: determining the illumination from images of a convex Lambertian object," JOSA A, Vol. 18, Issue 10, pp.2448V2459, 2001.
14. 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, 2002.
15. R. Ramamoorthi, M. Koudelka, and P. Belhumeur, "A Fourier Theory for Cast Shadows,", IEEE Trans. PAMI, Vol. 27, No. 2, 2005.
16. T. Riklin-Raviv and A. Shashua, "The Quotient image: Class based recognition and synthesis under varying illumination," Proc. of IEEE CVPR, 1999.
17. 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.
18. T. Sim and S. Baker and M. Bsat, "The CMU Pose, Illumination, and Expression (PIE) Database," Proc. of IEEE FG, 2002.
19. Y. Weiss, "Deriving Intrinsic Images from Image Sequences," Proc. of lEEE ICCV, 2001.
20. S.K. Zhou, R. Chellappa, and D.W. Jacobs, "Characterization of human faces under illumination variations using rank, integrability, and symmetry constraints," Proc. of ECCV, 2004.