Abstract
This paper investigates a new automated personal authentication technique using finger-knuckle-print (FKP) imaging. First, a specific data acquisition device is developed to capture the FKP images. The local convex direction map of the FKP image is then extracted, based on which a coordinate system is defined to align the images and a region of interest (ROI) is cropped for feature extraction and matching. To match two FKPs, we present a Band-Limited Phase-Only Correlation (BLPOC) based method to register the images and further to evaluate their similarity. An FKP database is established to examine the performance of the proposed method, and the promising experimental results demonstrated its advantage over the existing finger-back surface based biometric systems.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Jain, A.K., Flynn, P., Ross, A. (eds.): Handbook of Biometrics. Springer, Heidelberg (2007)
Woodard, D.L., Flynn, P.J.: Personal identification utilizing finger surface features. In: Proc. CVPR, vol. 2, pp. 1030–1036 (2005)
Woodard, D.L., Flynn, P.J.: Finger surface as a biometric identifier. Computer Vision and Image Understanding 100(3), 357–384 (2005)
Ravikanth, C., Kumar, A.: Biometric authentication using finger-back surface. In: Proc. CVPR, pp. 1–6 (2007)
Kumar, A., Ravikanth, C.: Personal authentication using finger knuckle surface. IEEE Trans. Information Forensics and Security 4(1), 98–109 (2009)
Kuglin, C.D., Hines, D.C.: The phase correlation image alignment method. In: Proc. Int. Conf. on Cybernetics and Society, pp. 163–165 (1975)
Chen, Q.S., Defrise, M., Deconinck, F.: Symmetric phase-only matched filtering of Fourier-Mellin transforms for image registration and recognition. IEEE Trans. PAMI 16(12), 1156–1168 (1994)
Srinivasa Reddy, B., Chatterji, B.N.: An FFT-based technique for translation, rotation, and scale-invariant image registration. IEEE Trans. IP 5(8), 1266–1271 (1996)
Ito, K., Nakajima, H., Kobayashi, K., Aoki, T., Higuchi, T.: A fingerprint matching algorithm using phase-only correlation. IEICE Trans. Fundamentals E87-A(3), 682–691 (2004)
Zhang, J.X., Ou, Z.Y., Wei, H.L.: Fingerprint matching using phase-only correlation and Fourier-Mellin transforms. In: Proc. Int. Conf. ISDA, vol. 2, pp. 379–383 (2006)
Miyazawa, K., Ito, K., Aoki, T., Kobayashi, K., Nakajima, H.: An effective approach for iris recognition using phase-based image matching. IEEE Trans. PAMI 20(10), 1741–1756 (2008)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhang, L., Zhang, L., Zhang, D. (2009). Finger-Knuckle-Print Verification Based on Band-Limited Phase-Only Correlation. In: Jiang, X., Petkov, N. (eds) Computer Analysis of Images and Patterns. CAIP 2009. Lecture Notes in Computer Science, vol 5702. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03767-2_17
Download citation
DOI: https://doi.org/10.1007/978-3-642-03767-2_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-03766-5
Online ISBN: 978-3-642-03767-2
eBook Packages: Computer ScienceComputer Science (R0)