Gabor-based kernel PCA for palmprint recognition

Electronics Letters

Volumn 43, Issue 20, 2007, Pages 1077-1079

  Ekinci, M ^a   Aykut, M ^a  

^a KARADENIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; IMAGE PROCESSING; INTEGRATING CIRCUITS; PATTERN RECOGNITION; WAVELET ANALYSIS;

GABOR WAVELET; GABOR-BASED KERNEL PCA; PALM IMAGES; PALMPRINT RECOGNITION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 34748907149     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20071688     Document Type: Article

References (10)

1. Wu, X., Zhang, D., and Wang, K.: ' Fisherpalms based palmprint recognition ', Pattern Recognit. Lett., 2003, 24, (15), p. 2829-2838 10.1016/S0167-8655(03)00141-7 0167-8655
2. Hu, D., Feng, G., and Zhou, Z.: ' Two dimensional locality preserving projections with its applications to palmprint recognition ', Pattern Recognit., 2007, 40, p. 339-402 0031-3203
3. Shang, L., Huang, D., Du, J.X., and Zheng, C.-H.: ' Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network ', Neurocomputing, 2006, 69, p. 1782-1786 10.1016/j.neucom.2005.11.004 0925-2312
4. Lu, G., Zhang, D., and Wang, K.: ' Palmprint recognition using eigenpalms features ', Pattern Recognit. Lett., 2003, 24, (9-10), p. 1463-1467 0167-8655
5. Jiang, W., Tao, J., and Wang, L.: ' A novel palmprint recognition algorithm based on PCA and FLD ', Proc. Int. Conf. on Digital Telecommunications, August, 2006
6. You, J., Li, W., and Zhang, D.: ' Hierarchical palmprint identification via multiple feature extraction ', Pattern Recognit., 2002, 35, (4), p. 847-859 10.1016/S0031-3203(01)00100-5 0031-3203
7. Zhang, D., Kongi, W., You, J., and Wong, M.: ' Online palmprint identification ', IEEE Trans. Pattern Anal. Mach. Intell., 2003, 25, (9), p. 1041-1049 10.1109/TPAMI.2003.1227981 0162-8828
8. Liu, C.: ' Gabor-based kernel PCA with fractional power polynomial models for face recognition ', IEEE Trans. Pattern Anal. Mach. Intell., 2004, 26, (5), p. 572-581 10.1109/TPAMI.2004.1273927 0162-8828
9. Scholkopf, B., and Somala, A.: ' Learning with kernel: support vector machine, regularization, optimization and beyond ', (MIT Press, 2002)
10. The PolyU-I palmprint database, available at http://www.comp.polyu.edu. hk/biometrics/