An improved 2DLPP method on gabor features for palmprint recognition

Proceedings - International Conference on Image Processing, ICIP

Volumn 2, Issue , 2007, Pages

  Pan, Xin ^a,b   Ruan, Qiu Qi ^a   Wang, Yan Xia ^a  

^a BEIJING JIAOTONG UNIVERSITY   (China)

^b INNER MONGOLIA AGRICULTURAL UNIVERSITY   (China)

Author keywords

2DLPP; 2DPCA; Gabor; LPP; Recognition

Indexed keywords

2DLPP; 2DPCA; DIMENSIONALITY REDUCTION; EUCLIDEAN DISTANCE; FEATURE SPACES; GABOR; GABOR FEATURE SPACE; GABOR FEATURES; IMAGE REPRESENTATIONS; INTERNATIONAL CONFERENCES; LPP; PALMPRINT RECOGNITIONS; RECOGNITION; RECOGNITION ACCURACY; SIMILARITY MATRIX;

ANTHROPOMETRY; CANNING; CLASSIFICATION (OF INFORMATION); DIGITAL IMAGE STORAGE; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; IMAGING SYSTEMS; IMAGING TECHNIQUES; OPTICAL DATA PROCESSING;

MATRIX ALGEBRA;

EID: 48149100263     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2007.4379180     Document Type: Conference Paper

References (10)

1. X. He, S.Yan, Y. Hu, P.Niyogi, and H. Zhang, "Face recognition using Laplicanfaces", IEEE Trans. Pattern Anal. Mach. Intell. 27(3) ,pp.328-340, 2005.
2. G. Lu, D. Zhang, and K. Wang, "Palmprint recognition using eigenpalms features", Pattern Recognition Lett. 24(9), pp. 1463-1467, 2003.
3. X. Wu, D. Zhang, and K. Wang, "Fisherpalms based palmprint recognition", Pattern Recognition Lett. 24 (15), pp. 2829-2838, 2003.
4. J. Yang, D. Zhang, A. F. Frangi, and J.Y. Yang, "Two-dimensional PCA: a new approach to appearance-based face representation and recognition", IEEE Trans. Pattern Anal. Mach. Intell. 26(1) ,pp.131-137, 2004.
5. S. Chen, H. Zhao, M. Kong, B. Luo, 2DLPP: A two-dimensional extension of locality preserving projections, Neurocomputing, 70(4-6),pp912-921, 2007.
6. D. Hu, G. Feng, and Z. Zhou, "Two-dimensional locality preserving projection (2DLPP) with its application to palmprint recognition", Pattern recognition, 40(1), pp.339-342, 2007.
7. 2PCA: two-directional two-dimensional PCA for efficient face representation and recognition", Neurocomputing, 69 (1-3) ,pp.224-231, 2005.
8. C. Liu, "Gabor-Based kernel PCA with Fractional power polynomial models for face recognition", IEEE transaction on pattern analysis and machine intelligence, 26(5), pp.572581, 2004.
9. D. Zhang, W. K. Kong, J. You, and M. Wong, "Online palmprint identification", IEEE Transactions on Pattern Analysis and Machine Intelligence, 25 (9), pp.1041-1050, 2003.
10. X. Pan, and Q. Ruan, "A Modified Preprocessing Method For Palmprint Recognition", Proceedings of the 8th International conference on Signal Processing (ICSP'06),2 , pp.1059-1062, 2006.