Face recognition based on nonlinear DCT discriminant feature extraction using improved kernel DCV

IEICE Transactions on Information and Systems

Volumn E92-D, Issue 12, 2009, Pages 2527-2530

  Li, Sheng ^a   Yao, Yong Fang ^a   Jing, Xiao Yuan ^a   Chang, Heng ^a   Gao, Shi Qiang ^a   Zhang, David ^b   Yang, Jing Yu ^c  

^a NANJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

DCT frequency bands selection; Face recognition; Nonlinear DCT feature extraction; The improved KDCV

Indexed keywords

EXTRACTION; FEATURE EXTRACTION; FREQUENCY BANDS;

DCT FREQUENCY BANDS SELECTION; DISCRIMINANT FEATURE EXTRACTION; FERET DATABASE; KERNEL DISCRIMINATIVE COMMON VECTORS; NEW APPROACHES; NON-LINEAR DISCRIMINATIONS; THE IMPROVED KDCV;

FACE RECOGNITION;

EID: 77950272306     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1587/transinf.E92.D.2527     Document Type: Article

References (11)

1. Z.M. Hafed and M.D. Levine, "Face recognition using the discrete cosine transform," Int. J. Comput. Vis., vol.43, no.3, pp.167-188, 2001.
2. D. Zhang, X.Y. Jing, and J. Yang, "Biometric image discrimination (BID) technologies," IGP/INFOSCI/IRM Press, 2006.
3. A.K. Jain, R.P.W. Duin, and J. Mao, "Statistical pattern recognition: A review," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.1, pp.4-37, 2000.
4. H. Yu and J. Yang, "A direct LDA algorithm for high-dimensional data with application to face recognition," Pattern Recognit., vol.34, no.12, pp.2067-2070, 2001.
5. H. Cevikalp, M. Neamtu, M. Wilkes, and A. Barkana, "Discriminative common vectors for face recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol.27, no.1, pp.4-13, 2005.
6. X.Y. Jing and D. Zhang, "A face and palmprint recognition approach based on discriminant DCT feature extraction," IEEE Trans. Syst., Man Cybern. B, vol.34, no.6, pp.2405-2415, 2004.
7. G. Baudat and F. Anouar, "Generalized discriminant analysis using a kernel approach," Neural Comput., vol.12, no.10, pp.2385-2404, 2000.
8. X.Y. Jing, D. Zhang, J.Y. Yang, Y.F. Yao, and M. Li, "Face and palmprint pixel level fusion and kernel DCV-RBF classifier for small sample biometrics recognition," Pattern Recognit., vol.40, no.11, pp.3209-3224, 2007.
9. L.L. Shen, L. Bai, and M. Fairhurst, "Gabor wavelets and general discriminant analysis for face identification and verification," Image Vis. Comput., vol.25, no.5, pp.553-563, 2007.
10. M.B. Gulmezoglu, V. Dzhafarov, and A. Barkana, "The common vector approach and its relation to principal component analysis," IEEE Trans. Speech Audio Process., vol.9, no.6, pp.655-662, 2001.
11. P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The FERET evaluation methodology for face-recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.10, pp.1090-1104, 2000.