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Chinese Optics Letters

Chinese Optics Letters

| PUBLISHED MONTHLY BY CHINESE LASER PRESS AND DISTRIBUTED BY OSA

  • Vol. 6, Iss. 9 — Sep. 1, 2008
  • pp: 657–660

A multi-resolution wavelet algorithm for hand vein pattern recognition

Yunxin Wang, Tiegen Liu, and Junfeng Jiang  »View Author Affiliations


Chinese Optics Letters, Vol. 6, Issue 9, pp. 657-660 (2008)


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Abstract

A novel hand vein recognition algorithm is developed based on multi-resolution wavelet analysis. The texture feature of hand vein can be extracted by three-level wavelet decomposition. Furthermore, K-nearest neighbor (KNN) with support vector machines (SVM) and minimum distance classifier (MDC) are employed for feature matching. Finally, the experiments are respectively performed in identification and verification modes using Tianjin University (TJU) hand vein image database constructed by our group. The results show the feasibility and effectiveness of the proposed method.

© 2008 Chinese Optics Letters

OCIS Codes
(100.0100) Image processing : Image processing
(100.5010) Image processing : Pattern recognition
(100.7410) Image processing : Wavelets

Citation
Yunxin Wang, Tiegen Liu, and Junfeng Jiang, "A multi-resolution wavelet algorithm for hand vein pattern recognition," Chin. Opt. Lett. 6, 657-660 (2008)
http://www.opticsinfobase.org/col/abstract.cfm?URI=col-6-9-657


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