Palmprint recognition using Gabor feature-based (2D)2PCA

Neurocomputing

Volumn 71, Issue 13-15, 2008, Pages 3032-3036

  Pan, Xin ^a,b   Ruan, Qiu Qi ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

^b INNER MONGOLIA AGRICULTURAL UNIVERSITY   (China)

Author keywords

(2D)2PCA; Feature extraction; Gabor filter bank; Palmprint recognition

Indexed keywords

ANTHROPOMETRY; FEATURE EXTRACTION; FILTER BANKS; GABOR FILTERS; NEAREST NEIGHBOR SEARCH;

(2D)2PCA; DIMENSIONALITY REDUCTION; EUCLIDEAN DISTANCE; FEATURE MATCHING; FEATURE SPACE; GABOR FEATURE; GRAY IMAGE; NEAREST NEIGHBOR CLASSIFIER;

PALMPRINT RECOGNITION;

ACCURACY; ARTICLE; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION ALGORITHM; CLASSIFIER; HUMAN; IMAGE ANALYSIS; INTERMETHOD COMPARISON; K NEAREST NEIGHBOR; PALMAR DERMATOGLYPHICS; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; ROC CURVE;

EID: 56449090170     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2007.12.030     Document Type: Article

References (15)

1. J.G. Daugman, Two-dimensional spectral analysis of cortical receptive field profiles, Vision Res. 20 (1980) 847-856.
2. N. Duta, A.K. Jain, K.V. Mardia, Matching of palmprint, Pattern Recogn. Lett. 23 (4) (2002) 477-485.
3. G.H. Gloub, C.F. Van Loan, Matrix Computation, third ed., The John Hopkins University Press, Baltimore, 1996.
4. A. Kong, D. Zhang, M. Kamel, Palmprint identification using feature-level fusion, Pattern Recogn. 39 (3) (2006) 478-487.
5. W.K. Kong, D. Zhang, W. Li, Palmprint feature extraction using 2-D Gabor filters, Pattern Recogn. 36 (10) (2003) 2339-2347.
6. A. Kumar, D. Zhang, Personal authentication using multiple palmprint representation, Pattern Recogn. 38 (10) (2005) 1695-1704.
7. Q. Li, Z. Qiu, D. Sun, L. Lu, Online palmprint identification based on improved 2DPCA, Acta. Electron. Sin. 33 (10) (2005) 1886-1889 (in Chinese).
8. W. Li, D. Zhang, Z. Xu, Palmprint identification by Fourier transform, Int. J. Pattern Recogn. Artif. Intell. 16 (4) (2002) 847-859.
9. G. Lu, D. Zhang, K. Wang, Palmprint recognition using eigenpalms features, Pattern Recogn. Lett. 24 (9) (2003) 1463-1467.
10. X. Pan, Q. Ruan, A modified preprocessing method for palmprint recognition, in: Proceedings of the eighth International Conference on Signal Processing (ICSP'06), Guilin, China, November 2006, pp. 1059-1062.
11. X. Wu, D. Zhang, K. Wang, Fisherpalms based palmprint recognition, Pattern Recogn. Lett. 24 (15) (2003) 2829-2838.
12. J. Yang, D. Zhang, A.F. Frangi, J.Y. Yang, Two-dimensional PCA: A new approach to appearance-based face representations and recognition, IEEE Trans. Pattern Anal. Mach. Intell. 26 (1) (2004) 131-137.
13. D. Zhang, W.K. Kong, J. You, M. Wong, Online palmprint identification, IEEE Trans. Pattern Anal. Mach. Intell. 25 (9) (2003) 1041-1050.
14. D. Zhang, W. Shu, Two novel characteristics in palmprint verification: datum point invariance and line feature matching, Pattern Recogn. 32 (4) (1999) 691-702.
15. 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition, Neurocomputing 69 (1-3) (2005) 224-231.