A supervised nonlinear local embedding for face recognition

Proceedings - International Conference on Image Processing, ICIP

Volumn 1, Issue , 2004, Pages 83-86

  Cheng, Jian ^a   Liu, Qingshan ^a   Lu, Hanqing ^a   Chen, Yen Wei ^b  

^a INSTITUTE OF AUTOMATION   (China)

^b RITSUMEIKAN UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE MATRIX; EIGENVALUE PROBLEMS; LOCALLY LINEAR EMBEDDING (LLE); SUPERVISED NONLINEAR LOCAL EMBEDDING (SNLE) METHOD;

APPROXIMATION THEORY; EIGENVALUES AND EIGENFUNCTIONS; IMAGE ANALYSIS; IMAGE QUALITY; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING;

FACE RECOGNITION;

EID: 20444479137     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2004.1418695     Document Type: Conference Paper

References (9)

1. M. Turk and Pentland, "Face recognition using eigenfaces", IEEE Conference on Computer Vision and Pattern Recognition, Maui, Hawaii, 1991.
2. P.N. Belhumeur, J.P. Hespanha and D.J. Kriegman, "Eigenfaces vs. Fisherfaces: recognition using class specific linear projection", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.19, No.7, pp.711-720, 1997.
3. S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding", Science, Vol.290, pp.2323-2326, 2000.
4. J. Tenenbaum, V. de Silva and J. Langford, "A global geometric framework for nonlinear dimensionality reduction", Science, Vol.290, pp.2319-2323, 2000.
5. M. Belkin and P. Niyogi, "Laplacian eigenmaps and spectral techniques for embedding and clustering", Advances in Neural Information Processing System 15, Vancouver, Canada, 2001.
6. Xiaofei He, Shuicheng Yan, Yuxiao Hu and Hong-Jiang Zhang, "Learning a locality preserving subspace for visual recognition", ICCV 2003, pp.385-392.
7. Xiaofei He and Partha Niyogi, "Locality Preserving Projections," Advances in Neural Information Processing Systems 16, Vancouver, Canada, 2003.
8. Yang M.H., Ahuja N. and Kriegman D., "Face recognition using kernel Eigenfaces". In proc. of ICIP, pp.37-40. Vancouver, Canada, 2000.
9. Qingshan Liu, Rui Huang, Hanqing Lu and Songde Ma, "Kernel-based nonlinear discriminant analysis for face recognition", J. Comput. Sci. & Technol., Vol.18, No.6, pp.788-795. 2003.