Abstract
Liveness detection of dorsal hand vein is a necessary step towards higher reliability of identification and is attracting increasing attention of researchers. However, there’s only few published research in this area. This paper proposes a novel method for liveness detection of dorsal hand vein. First, by applying the Fourier Transform, a feature is extracted as a statistical value of spectral energy derived from every blocked spectrum of single wavelength infrared images. Second, regarding the principle of blocking, massive experiments have been performed to find the optimum feature with the maxmin criterion. Furthermore, an SVM classifier is employed for clustering. The experimental results have verified the effectiveness of our proposed method.
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References
Sweeney, E.: Veincheck—A technical perspective. J. Information Security Technical Report 3, 47–51 (1998)
MacGregor, P., Welford, R.: Veincheck: imaging for security and personnel identification. J. Adv. Imaging 6, 52–56 (1991)
Zhang, Z., Yi, D., Lei, Z., et al.: Face liveness detection by learning multispectral reflectance distributions. In: 2011 IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), pp. 436–441. IEEE (2011)
Rowe, R.K.: Multispectral liveness determination, U.S. Patent. 7,539,330 (2009)
Biomedical Optics in Portland, http://omlc.ogi.edu/spectra/hemoglobin/index.html
Basri, R., Jacobs, D.W.: Lambertian reflectance and linear subspaces. IEEE Transactions on J. Pattern Analysis and Machine Intelligence 25, 218–233 (2003)
Maio, D., Jain, A.K.: Handbook of fingerprint recognition. Springer (2009)
Agrawal, R., Faloutsos, C., Swami, A.: Efficient similarity search in sequence databases. In: Lomet, D.B. (ed.) FODO 1993. LNCS, vol. 730, pp. 69–94. Springer, Heidelberg (1993)
Shen, C.C., Tsai, W.H.: A graph matching approach to optimal task assignment in distributed computing systems using a minimax criterion. IEEE Transactions on J. Computers 100, 197–203 (1985)
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Wang, Y., Zhao, Z. (2013). Liveness Detection of Dorsal Hand Vein Based on the Analysis of Fourier Spectral. In: Sun, Z., Shan, S., Yang, G., Zhou, J., Wang, Y., Yin, Y. (eds) Biometric Recognition. CCBR 2013. Lecture Notes in Computer Science, vol 8232. Springer, Cham. https://doi.org/10.1007/978-3-319-02961-0_40
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DOI: https://doi.org/10.1007/978-3-319-02961-0_40
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-02960-3
Online ISBN: 978-3-319-02961-0
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