Face recognition under varying lighting based on the probabilistic model of Gabor phase

Proceedings - International Conference on Pattern Recognition

Volumn 3, Issue , 2006, Pages 1139-1142

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

^a UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; IMAGE ANALYSIS; LIGHTING; MATHEMATICAL MODELS; OPTICAL FILTERS; SPECTRUM ANALYSIS;

FACE IMAGES; GABOR FILTERS; GABOR PHASE;

FACE RECOGNITION;

EID: 34147107480     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.528     Document Type: Conference Paper

References (15)

1. M. Savvides, B.V. Kumar, and P.K. Khosla, "Eigenphases vs. Eigenfaces", Proc. 17 th Int. Conf. Pattern Recognitition (ICPR04), pp.810-813, 2004.
2. W. Zhao, R. Chellappa, J. Phillips, and A. Rosenfeld, "Face Recognition: A Literature Survey", ACM Computing Survey, Vol.35, No.4, pp.399-458, 2003.
3. P. J. Phillips, P. Grother, R. J. Micheals, et. al., "FRVT 2002: Evaluation Report", http://www.frvt.org/DLs/FRVT_2002_Evaluation_Report. pdf, March 2003.
4. T. Sim, T. Kanade, "Combining Models and Exemplars for Face Recognition: An Illuminating Example", Proc. Workshop on Models versus Exemplars in Computer Vision with CVPR01, 2001.
5. L. Wiskott, J.M. Fellous, N. Krueger, and C. Malsburg, "Face recognition by Elastic Bunch Graph Matching", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.19, No.7, pp.775-779, 1997.
6. C.J. Liu, "Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition", IEEE Transactions on Image Processing, Vol.11, No.4, pp.467-476, 2002.
7. R. Singh, A. Noore, "Texture Feature Based Face Recognition for Single Training Images", IEE Electronics Letters, Vol.41, No.11, pp., 2005.
8. J. Daugman, "How Iris Recognition Works", IEEE Trans. CSVT, Vol. 14, No. 1, pp. 21-30, 2004.
9. B. Moghaddam, T. Jebara, and A. Pentland, "Bayesian Face Recognition", Pattern Recognition, Vol.33, No.11, pp. 1771-1782, 2000.
10. H.F. Chen, P.N. Belhumeur, D. W. Jacobs. In Search of Illumination Invariants. Proc. 2000 IEEE Conf on Computer Vision and Pattern Recognition (CVPR00), Vol.1, pp.1254-1261, 2000.
11. J.G. Daugman, "Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters," J. Opt. Soc. Amer. A, Vol. 2, No. 7, pp. 1160-1169, 1985.
12. rd European Conf. Computer Vision (ECCV'94), Vol. I, pp. 286-296, 1994.
13. th IEEE International Conference on Automatic Face and Gesture Recognition (FGR'02), pp.53-58, 2002.
14. A.S. Georghiades, P.N. Belhumeur and D. J. Kriegman, "From Few to Many: Illumination Cone Models for Face Recognition under Differing Pose and Lighting", IEEE Trans. PAMI, Vol.23, No.6, pp.643-660, 2001.
15. L. Zhang and D. Samaras, "Face Recognition under Variable Lighting using Harmonic Image Exemplars", Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR'03), Vol. I, pp. 19-25, 2003.