Abstract
In this paper, palmprint features were classified into Local Features and Global Features. Based on this definition, we discussed the advantage and weakness of each kind of features and presented a new palmprint identification algorithm using combination features. In this algorithm, a new method for capturing the key points of hand geometry was proposed. Then we described our new method of palmprint feature extracting. This method considered both the global feature and local detail of a palmprint texture and proposed a new kind of palmprint feature. The experimental results demonstrated the effectiveness and accuracy of these proposed methods.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Ross, A., Jain, A.: Information Fusion in Biometrics. Pattern Recognition Letters 24, 2115–2125 (2003)
Kumar, A., David, Wong, C.M., Helen, Shen, C., Jain, A.: Personal Verification Using Palmprint and Hand Geometry Biometric. In: Kittler, J., Nixon, M.S. (eds.) AVBPA 2003. LNCS, vol. 2688, pp. 668–678. Springer, Heidelberg (2003)
Han, C.-C., Cheng, H.-L., Lin, C.-l., Fan, K.-C.: Personal Authentication Using Palmprint Features. Pattern Recognition 36, 371–381 (2003)
Xiao-yong, W., Dan, X., Guo-wu, Y.: Research of Preprocessing in Palmprint Identification. In: The 13th National Conference on Multimedia Technology (NCMT), Ningbo. China, October 2004, pp. 155–164 (2004)
Zhang, D., Shu, W.: Two Novel Characteristics in Palmprint Verification: Datum Invariance and Line Feature Matching. Pattern Recognition 32(4), 691–702 (1999)
Duta, N., Jain, A.K., Mardia, K.V.: Matching of Palmprint. Pattern Recognition Letters 23(4), 477–485 (2002)
Jain, A., Bolle, R., Pankanti, S. (eds.): Biometrics: Personal Identification in Networked Society. Kluwer Academic, Boston (1999)
Li, W., Zhang, D., Xu, Z.: Palmprint Identification by Fourier Transform. International Journal on Pattern Recognition and Artificial Intelligence 16(4), 417–432 (2002)
Shu, W., Rong, G., Bian, Z.Q., Zhang, D.: Automatic Palmprint Verification. International Journal of Image and Graphics 1(1) (2001)
You, J., Li, W., Zhang, D.: Hierarchical Palmprint Identification via Multiple Feature Extraction. Pattern Recognition 35, 847–859 (2002)
Lu, G.M., Zhang, D., Wang, K.Q.: Palmprint Recognition Using Eigenpalms Features. Pattern Recognition Letters 24, 1463–1467 (2003)
Kumar, A., Shen, H.C.: Recognition of Palmprints Using Wavelet-Based Features. In: Proc. Intl. Conf. Sys. Cybern. SCI-2002. Orlando, Florida (July 2002)
Kong, W.K., Zhang, D.: Palmprint Texture Analysis Based on Low-Resolution Images for Personal Authentication. In: Proc. ICPR 2002, Quebec City, Canada (2002)
Kong, W.K., Zhang, D., Li, W.X.: Palmprint Feature Extraction Using 2-D Gabor Filters. Pattern Recognition 36, 2339–2347 (2003)
Han, C.C., Cheng, H.L., Lin, C.L., Fan, K.C.: Personal Authentication Using Palm-Print Features. Pattern Recognition 36, 371–381 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wei, Xy., Xu, D., Yuan, Gw. (2005). Authorization Based on Palmprint. In: Huang, DS., Zhang, XP., Huang, GB. (eds) Advances in Intelligent Computing. ICIC 2005. Lecture Notes in Computer Science, vol 3644. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11538059_19
Download citation
DOI: https://doi.org/10.1007/11538059_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28226-6
Online ISBN: 978-3-540-31902-3
eBook Packages: Computer ScienceComputer Science (R0)