Abstract

A hand vein authentication system in which the identity of an individual can be readily confirmed upon gripping a handle is proposed. This recognition method incorporates infrared light-emitting diode (LED) onto a door handle and sets a charge-coupled device (CCD) camera on the other side of the hand. It builds on fuzzy c-means clustering and parallel neural networks (NNs); moreover, it is expected to solve the pattern recognition problem in large-scale databases using NNs due to its self-learning and parallel processing capabilities and by effectively incorporating training patterns. The experimental results validate the e±ciency of the proposed algorithm.

© 2011 Chinese Optics Letters

PDF Article

References

  • View by:
  • |
  • |
  • |

  1. A. Kumar and K. V. Prathyusha, IEEE Trans. Image Processing 18, 2127 (2009).
  2. Y. Wang, T. Liu, and J. Jiang, Chin. Opt. Lett. 6, 657 (2008).
  3. Q. Li, Y. Zeng, X. Peng, and K. Yang, Chin. Opt. Lett. 8, 577 (2010).
  4. X. Yuan, in Proceedings of International Conference on Wireless Communications, Networking and Information Security 2010 (2010).
  5. I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).
  6. M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).
  7. D. Tang, B. Huang, R. Li, and W. Li, in Proceedings of International Conference on Pattern Recognition 2010 (2010).
  8. C. Lin and K. Fan, IEEE Trans. Circuits Syst. Video Technol. 14, 199 (2004).
  9. C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).
  10. J. M. Reinhardt and W. E. Higgins, IEEE. Trans. Pattern Anal. Mach. Intell. 18, 951 (1996).
  11. J. Lu, X.Yuan, and T. Yahagi, Signal Process. 86, 2026 (2006).
  12. J. Lu, X.Yuan, and T. Yahagi, IEEE Trans. Neural Networks 18, 150 (2007).
  13. X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).
  14. X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).
  15. X. Yuan, Y. Song, and X. Wei, Chin. Opt. Lett. 9, 021101 (2011).

2011

2010

Q. Li, Y. Zeng, X. Peng, and K. Yang, Chin. Opt. Lett. 8, 577 (2010).

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

2009

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

A. Kumar and K. V. Prathyusha, IEEE Trans. Image Processing 18, 2127 (2009).

2008

2007

J. Lu, X.Yuan, and T. Yahagi, IEEE Trans. Neural Networks 18, 150 (2007).

2006

J. Lu, X.Yuan, and T. Yahagi, Signal Process. 86, 2026 (2006).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).

2005

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).

C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).

2004

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

1996

J. M. Reinhardt and W. E. Higgins, IEEE. Trans. Pattern Anal. Mach. Intell. 18, 951 (1996).

Alisherov, F.

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

Bhattacharyya, D.

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

Chuang, T. C.

C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).

Fan, K.

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

Fan, K. C.

C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).

Higgins, W. E.

J. M. Reinhardt and W. E. Higgins, IEEE. Trans. Pattern Anal. Mach. Intell. 18, 951 (1996).

Jiang, J.

Khan, M.

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

Khan, N. A. M.

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

Kim, T.

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

Kumar, A.

A. Kumar and K. V. Prathyusha, IEEE Trans. Image Processing 18, 2127 (2009).

Li, Q.

Lin, C.

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

Lin, C. L.

C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).

Liu, T.

Lu, J.

J. Lu, X.Yuan, and T. Yahagi, IEEE Trans. Neural Networks 18, 150 (2007).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).

J. Lu, X.Yuan, and T. Yahagi, Signal Process. 86, 2026 (2006).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).

Peng, X.

Prathyusha, K. V.

A. Kumar and K. V. Prathyusha, IEEE Trans. Image Processing 18, 2127 (2009).

Reinhardt, J. M.

J. M. Reinhardt and W. E. Higgins, IEEE. Trans. Pattern Anal. Mach. Intell. 18, 951 (1996).

Sarkar, I.

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

Science, World Academy of

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

Song, Y.

Subramanian, R. K.

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

Technology, Engineering and

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

Wang, Y.

Wei, X.

Yahagi, T.

J. Lu, X.Yuan, and T. Yahagi, IEEE Trans. Neural Networks 18, 150 (2007).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).

J. Lu, X.Yuan, and T. Yahagi, Signal Process. 86, 2026 (2006).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).

Yang, K.

Yuan, X.

X. Yuan, Y. Song, and X. Wei, Chin. Opt. Lett. 9, 021101 (2011).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).

Zeng, Y.

Chin. Opt. Lett.

IEEE Trans. Circuits Syst. Video Technol.

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

IEEE Trans. Image Processing

A. Kumar and K. V. Prathyusha, IEEE Trans. Image Processing 18, 2127 (2009).

IEEE Trans. Neural Networks

J. Lu, X.Yuan, and T. Yahagi, IEEE Trans. Neural Networks 18, 150 (2007).

IEEE. Trans. Pattern Anal. Mach. Intell.

J. M. Reinhardt and W. E. Higgins, IEEE. Trans. Pattern Anal. Mach. Intell. 18, 951 (1996).

IEEJ Trans. Electron. Inf. Syst.

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 125, 426 (2005).

X. Yuan, J. Lu, and T. Yahagi, IEEJ Trans. Electron. Inf. Syst. 126, 963 (2006).

Int. J. Control Auto.

I. Sarkar, F. Alisherov, T. Kim, and D. Bhattacharyya, Int. J. Control Auto. 3, 27 (2010).

Pattern Recognit.

C. L. Lin, T. C. Chuang, and K. C. Fan, Pattern Recognit. 38, 2639 (2005).

Signal Process.

J. Lu, X.Yuan, and T. Yahagi, Signal Process. 86, 2026 (2006).

Other

M. Khan, R. K. Subramanian, and N. A. M. Khan, World Academy of Science, Engineering and Technology, 49, 1001 (2009).

D. Tang, B. Huang, R. Li, and W. Li, in Proceedings of International Conference on Pattern Recognition 2010 (2010).

X. Yuan, in Proceedings of International Conference on Wireless Communications, Networking and Information Security 2010 (2010).

Cited By

OSA participates in CrossRef's Cited-By Linking service. Citing articles from OSA journals and other participating publishers are listed here.

Alert me when this article is cited.