Supervised feature extraction based on orthogonal discriminant projection

Neurocomputing

Volumn 73, Issue 1-3, 2009, Pages 191-196

  Li, Bo ^a,b   Wang, Chao ^b   Huang, De Shuang ^b  

^a WUHAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Feature extraction; Graph spectral mapping; LPP; ODP

Indexed keywords

CLASS INFORMATION; FACE DATA; FEATURE EXTRACTION METHODS; GRAPH SPECTRAL MAPPING; LOCAL INFORMATION; LPP; NONLOCAL; ODP; RECOGNITION RATES; SPECTRAL-MAPPING METHOD;

ALGORITHMS; CHARACTER RECOGNITION; FACE RECOGNITION; PHOTOMAPPING;

FEATURE EXTRACTION;

ALGORITHM; ARTICLE; CLASSIFICATION; DATA BASE; DATA EXTRACTION; HANDWRITING; IMAGE ANALYSIS; INFORMATION; MATHEMATICAL ANALYSIS; ORTHOGONAL DISCRIMINANT PROJECTION; PRIORITY JOURNAL; PROBLEM SOLVING; RECOGNITION; STATISTICAL ANALYSIS;

EID: 70350738354     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.09.030     Document Type: Article

References (12)

1. Belkin M., and Niyogi P. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput. 15 6 (2003) 1373-1396
2. Saul L.K., and Roweis S.T. Think globally, fit locally: unsupervised learning of low dimensional manifolds. J. Mach. Learning Res. 4 (2003) 119-155
3. Yan S., Xu D., Zhang B., and Zhang H.-J. Graph embedding: a general framework for dimensionality reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29 1 (2007) 40-51
4. He X., Yang S., Hu Y., Niyogi P., and Zhang H.J. Face recognition using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27 3 (2005) 328-340
5. Zhao H., Sun S., Jing Z., and Yang J. Local structure based supervised feature extraction. Pattern Recognition 39 (2006) 1546-1550
6. Yang J., Zhang D., Yang J.Y., and Niu B. Globally maximizing, locally minimizing: unsupervised discriminant projection with application to face and palm biometrics. IEEE Trans. Pattern Anal. Mach. Intell. 29 4 (2007) 650-664
7. Deng W., Hu J., Guo J., Zhang H., and Zhang C. Comments on globally maximizing, locally minimizing: unsupervised discriminant projection with application to face and palm biometrics. IEEE Trans. Pattern Anal. Mach. Intell 30 8 (2008) 1503-1504
8. Cai D., He X., Han J., and Zhang H. Orthogonal Laplacianfaces for face recognition. IEEE Trans. Image Process. 15 11 (2006) 3609-3614
9. Howlanda P., Wangb J., and Parkc H. Solving the small sample size problem in face recognition using generalized discriminant analysis. Pattern Recognition 39 (2006) 277-287
10. Zheng W., Zhao L., and Zou C. Foley-Sammon optimal discriminant vectors using kernel approach. IEEE Trans. Neural Networks 16 1 (2005) 1-9
11. Swets D.L., and Weng J. Using discriminant eigenfeatures for image retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 18 8 (1996) 831-836
12. Li H., Jiang T., and Zhang K. Efficient and robust feature extraction by maximum margin criterion. IEEE Trans. Neural Networks 17 1 (2006) 157-165