Local gabor fisher classifier for face recognition

Proceedings of the 4th International Conference on Image and Graphics, ICIG 2007

Volumn , Issue , 2007, Pages 620-626

  Sang, Nong ^a   Wu, Jiawei ^a   Yu, Kun ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ABERDEEN; COMPARATIVE STUDIES; FACE DATABASES; FACE IDENTIFICATION; FACE RECOGNITION SCHEMES; FACE REPRESENTATIONS; FACIAL FEATURE LOCALIZATION; FAST EXTRACTION; FISHER CLASSIFIER; FISHER LINEAR DISCRIMINANT (FLD); GABOR FEATURES; GABOR REPRESENTATIONS; GRAY LEVELS; INTERNATIONAL CONFERENCES; LOCAL FEATURE ANALYSIS (LFA); RECOGNITION ACCURACY; SIMILARITY MEASURES (SM);

CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COLOR IMAGE PROCESSING; DATABASE SYSTEMS; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; GRAPHIC METHODS; LEARNING SYSTEMS;

FACE RECOGNITION;

EID: 47349126806     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIG.2007.76     Document Type: Conference Paper

References (11)

1. R. Chellappa, C.L. Wilson and S. Sirohey. Human and Machine Recognition of Faces, A Survey, Proceedings of IEEE, 83(5): 705-740, 1995.
2. W. Zhao, R. Chellappa, A. Rosenfeld, and P.J. Phillips. Face Recognition: A Literature Survey, UMD CFAR Technical Report CAR-TR-948, 2000.
3. P.J. Philips, P.J. Grother, R.J. Micheals, D.M. Blackburn, E. Tabassi, and J.M. Bone. Face Recognition Vendor Test 2002: Evaluation report, Technical Report, NISTIR 6965, National Institute of Standards and Technology, 2003.
4. M. Lades, J.C. Vorbruggen, J. Buhmann, J. Lange, C.v.d. Malsburg, R.P. Wurtz, and W. Konen. Distortion Invariant Object Recognition in the Dynamic Link Architecture, IEEE Trans. On Computers, 42(3): 300-311, 1993.
5. L. Wiskott, J.M. Fellous, N. Kruger, C.v.d. Malsburg. Face Recognition by Elastic Bunch Graph Matching, IEEE Trans. On Pattern Analysis and Machine Intelligence, 19(7): 775-779, 1997.
6. V. Krueger. Gabor Wavelet Networks for Object Recognition, DAGM Symposium, Kiel, Germany, 9, 13-15, 2000.
7. C. Liu and H. Wechsler. Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition, IEEE Trans. On Image Processing, 11(4): 467-476, 2002.
8. W. Zhao, S. Gong, and X. Tang, AMGC 2005, LNCS 3723, 279-292, 2005.
9. P.N. Bellhumer, J. Hespanha, and D. Kriegman. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection, IEEE Trans. On Pattern Analysis and Machine Intelligence, 17(7): 711-720, 1997.
10. Penev P and Atick J. Local Feature Analysis: A General Statistical Theory for Object Representation [J]. Network: Computation in Neural Systems, 7(3) 477-500, 1996.
11. S. Shan, W. Gao, Y. Chang, B. Cao and P. Yang. Review the strength of Gabor features for face recognition from the angle of its robustness to mis-alignment, Proceedings of ICPR 2004, 1(338-341), 2004.