Ensemble of piecewise FDA based on spatial histograms of local (Gabor) binary patterns for face recognition

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2006, Pages 606-609

  Shan, Shiguang ^a   Zhang, Wenchao ^a,b   Su, Yu ^a,b   Chen, Xilin ^a   Gao, Wen ^a,b  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY IMAGES; CLASSIFICATION (OF INFORMATION); COMPUTATION THEORY; DATABASE SYSTEMS; FEATURE EXTRACTION; STATISTICAL METHODS;

FISHER DISCRIMINANT ANALYSIS (PDA); LOCAL BINARY PATTERN (LBP); LOCAL GABOR BINARY PATTERN (LGBP); SPATIAL HISTOGRAMS;

FACE RECOGNITION;

EID: 34147184755     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.494     Document Type: Conference Paper

References (8)

1. W.Y. Zhao, R. Chellappa, P.J. Phillips, and A. Rosenfeld, Face recognition: A literature survey. ACM Computing Survey, pp. 399-458, 2003.
2. M. Turk and A. Pentland, Eigenfaces for Recognition, J. Cognitive Neuroscience, Vol.3, pp. 71-86, 1991.
3. P. Belhumer, P. Hespanha, and D. Kriegman, Eigenfaecs vs. fisherfaces: Recognition using class specific linear projection. TPAMI, 19(7), pp.711-720, 1997.
4. C. J. Liu, Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition, IEEE Trans, on IP, 11(4), pp.467-476, 2002.
5. T. Ojala, M. Pietikäinen, and T. Mäenpää, Multi-resolution gray-scale and rotation invariant texture classification with local binary patterns. TPAMI, 24(7), pp.971-987, 2002.
6. T. Ahonen, A. Hadid, and M. Pietikäinen, Face recognition with Local Binary Patterns. In Proceeding of ECCV2004, pp.469-481, 2004.
7. W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang, Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition, ICCV2005, Vol. I, pp.786-791, 2005.
8. P.J. Phillips, H.M. Syed, A. Rizvi, and P.J. Rauss, The FERET evaluation methodology for face-recognition algorithms. TPAMI, 22(10), pp. 1090-1104, 2000.