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

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  1. R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).
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2008

L. Wang, G. Leedham, and D. S.-Y. Cho, Pattern Recogn. 41, 920 (2008).

2007

M. Shahin, A. Badawi, and M. Kamel, Int. J. Biomed. Sci. 2, 141 (2007).

R. Luo and T. Lin, Chin. Opt. Lett. 5, 160 (2007).

2006

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

2004

C.-L. Lin and K.-C. Fan, IEEE Trans. Circ. Syst. Video Technol. 14, 199 (2004).

A. K. Jain, A. Ross, and S. Prabhakar, IEEE Trans. Circ. Syst. Video Technol. 14, 4 (2004).

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

2003

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

S. Prabhakar, S. Pankanti, and A. K. Jain, IEEE Security Privacy 1, 33 (2003).

2000

Q. Xu, Y. Zhong, and Z. You, Acta Opt. Sin. (in Chinese) 20, 1617 (2000).

1999

D. Shen and H. H. S. Ip, Pattern Recogn. 32, 151 (1999).

1995

C. Cortes and V. Vapnik, Machine Learning 20, 273 (1995).

1990

I. Daubechies, IEEE Trans. Information Theory 36, 961 (1990).

Aghzout, O.

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

Alberola-López, C.

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

Badawi, A.

M. Shahin, A. Badawi, and M. Kamel, Int. J. Biomed. Sci. 2, 141 (2007).

Bao, G.

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Chang, S.

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Cho, D. S.-Y.

L. Wang, G. Leedham, and D. S.-Y. Cho, Pattern Recogn. 41, 920 (2008).

Cortes, C.

C. Cortes and V. Vapnik, Machine Learning 20, 273 (1995).

Daubechies, I.

I. Daubechies, IEEE Trans. Information Theory 36, 961 (1990).

Dong, L.

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Fan, K.-C.

C.-L. Lin and K.-C. Fan, IEEE Trans. Circ. Syst. Video Technol. 14, 199 (2004).

Ip, H. H. S.

D. Shen and H. H. S. Ip, Pattern Recogn. 32, 151 (1999).

Jain, A. K.

A. K. Jain, A. Ross, and S. Prabhakar, IEEE Trans. Circ. Syst. Video Technol. 14, 4 (2004).

S. Prabhakar, S. Pankanti, and A. K. Jain, IEEE Security Privacy 1, 33 (2003).

Kamel, M.

M. Shahin, A. Badawi, and M. Kamel, Int. J. Biomed. Sci. 2, 141 (2007).

Leedham, G.

L. Wang, G. Leedham, and D. S.-Y. Cho, Pattern Recogn. 41, 920 (2008).

Li, Q.

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

Li, S.

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Lin, C.-L.

C.-L. Lin and K.-C. Fan, IEEE Trans. Circ. Syst. Video Technol. 14, 199 (2004).

Lin, T.

Lin, X.

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Lu, W.

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

Luis-García, R. de

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

Luo, R.

Ma, L.

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

Pankanti, S.

S. Prabhakar, S. Pankanti, and A. K. Jain, IEEE Security Privacy 1, 33 (2003).

Prabhakar, S.

A. K. Jain, A. Ross, and S. Prabhakar, IEEE Trans. Circ. Syst. Video Technol. 14, 4 (2004).

S. Prabhakar, S. Pankanti, and A. K. Jain, IEEE Security Privacy 1, 33 (2003).

Ross, A.

A. K. Jain, A. Ross, and S. Prabhakar, IEEE Trans. Circ. Syst. Video Technol. 14, 4 (2004).

Ruiz-Alzola, J.

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

Shahin, M.

M. Shahin, A. Badawi, and M. Kamel, Int. J. Biomed. Sci. 2, 141 (2007).

Shen, D.

D. Shen and H. H. S. Ip, Pattern Recogn. 32, 151 (1999).

Shen, J.

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Su, X.

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Sun, J.

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

Tan, T.

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

Vapnik, V.

C. Cortes and V. Vapnik, Machine Learning 20, 273 (1995).

Wang, L.

L. Wang, G. Leedham, and D. S.-Y. Cho, Pattern Recogn. 41, 920 (2008).

Wang, Q.

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

Wang, Y.

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

Xu, Q.

Q. Xu, Y. Zhong, and Z. You, Acta Opt. Sin. (in Chinese) 20, 1617 (2000).

You, Z.

Q. Xu, Y. Zhong, and Z. You, Acta Opt. Sin. (in Chinese) 20, 1617 (2000).

Zhang, D.

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

Zhang, Y.

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Zhong, Y.

Q. Xu, Y. Zhong, and Z. You, Acta Opt. Sin. (in Chinese) 20, 1617 (2000).

Zhou, Y.

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Zhuang, B.

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Acta Opt. Sin. (in Chinese)

Q. Xu, Y. Zhong, and Z. You, Acta Opt. Sin. (in Chinese) 20, 1617 (2000).

Acta Photon. Sin. (in Chinese)

S. Li, Y. Zhang, L. Dong, S. Chang, and J. Shen, Acta Photon. Sin. (in Chinese) 35, 304 (2006).

Chin. Opt. Lett.

Chinese J. Lasers (in Chinese)

J. Sun, Q. Li, W. Lu, and Q. Wang, Chinese J. Lasers (in Chinese) 33, 1467 (2006).

IEEE Security Privacy

S. Prabhakar, S. Pankanti, and A. K. Jain, IEEE Security Privacy 1, 33 (2003).

IEEE Trans. Circ. Syst. Video Technol.

C.-L. Lin and K.-C. Fan, IEEE Trans. Circ. Syst. Video Technol. 14, 199 (2004).

A. K. Jain, A. Ross, and S. Prabhakar, IEEE Trans. Circ. Syst. Video Technol. 14, 4 (2004).

IEEE Trans. Information Theory

I. Daubechies, IEEE Trans. Information Theory 36, 961 (1990).

Int. J. Biomed. Sci.

M. Shahin, A. Badawi, and M. Kamel, Int. J. Biomed. Sci. 2, 141 (2007).

J. Tsinghua University (Sci. and Tech.) (in Chinese)

X. Lin, B. Zhuang, X. Su, Y. Zhou, and G. Bao, J. Tsinghua University (Sci. and Tech.) (in Chinese) 43, 164 (2003).

Machine Learning

C. Cortes and V. Vapnik, Machine Learning 20, 273 (1995).

Pattern Recogn.

D. Shen and H. H. S. Ip, Pattern Recogn. 32, 151 (1999).

L. Ma, T. Tan, Y. Wang, and D. Zhang, Pattern Recogn. 37, 1287 (2004).

L. Wang, G. Leedham, and D. S.-Y. Cho, Pattern Recogn. 41, 920 (2008).

Signal Processing

R. de Luis-García, C. Alberola-López, O. Aghzout, and J. Ruiz-Alzola, Signal Processing 83, 2539 (2003).

Other

T. Tanaka and N. Kubo, in Proceedings of SICE Annual Conference in Sapporo 249 (2004).

J. M. Cross and C. L. Smith, in Proceedings of 29th International Carnahan Conference on Security Technology 20 (1995).

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