Face recognition based on two-dimensional image principal component analysis

Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science)

Volumn 41, Issue 2, 2007, Pages 264-267

  Zhu, Lei ^a   Zhu, Shan An ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Face recognition; Principal component analysis; Two dimensional image principal component analysis

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE COMPRESSION; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS; TWO DIMENSIONAL;

IMAGE PRINCIPAL COMPONENT ANALYSIS (IMPCA); K NEAREST NEIGHBORHOOD (KNN); TWO DIMENSIONAL IMAGE PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 34247220348     PISSN: 1008973X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. ZHAO W, CHELLAPPA R, PHILLIPS P J, et al. Face recognition: a literature survey[J]. Association for Computing Machinery Computing Surveys, 2003, 35(4): 399-459.
2. TURK M, PENTLAND A. Eigenfaces for recognition[J]. Cognitive Neuroscience, 1991, 3(1): 71-86.
3. TURK M, PENTLAND A. Face recognition using eigenfaces[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Maui: IEEE, 1991: 586-591.
4. YANG M H, AHUJA N, KRIEGMAN D. Face recognition using kernel eigenfaces[C]//Proceedings of IEEE International Conference on Image Processing. Vancouver: IEEE, 2000: 37-40.
5. YANG M H. Kernel eigenfaces vs. kernel Fisherfaces: face recognition using kernel methods[C]//Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition. Washington: IEEE, 2002: 215-220.
6. YANG J, FRANGI A F, YANG J Y, et al. KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(2): 230-244.
7. BARTLETT M S, MOVELLAN J R, SEJNOWSKI T J. Face recognition by independent component analysis[J]. IEEE Transactions on Neural Networks, 2002, 13(6): 1450-1464.
8. DRAPER B A, BAEK K, BARTLETT M S, et al. Recognizing faces with PCA and ICA[J]. Computer Vision and Image Understanding, 2003, 91(1/2): 115-137.
9. BARTLETT M S, LADES H M, SEJNOWSKI T J. Independent component representations for face recognition[C]//Conference on Human Vision and Electronic Imaging III. San Jose: SPIE, 1998(3299): 528-539.
10. YANG J, ZHANG D, FRANGI A F, et al. Two-dimensional PCA: a new approach to appearance-based face representation and recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004, 26(1): 131-137.
11. YANG J, YANG J Y. From image vector to matrix: a straightforward image projection technique-IMPCA vs. PCA[J]. Pattern Recognition, 2002, 35(9): 1997-1999.
12. CEVIKALP H, NEARNTU M, WIKES M, et al. Discriminative common vectors for face recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005, 27(1): 4-13.