Abstract
In this paper biometric methods for user-centric, contactless and unrestricted access control dedicated for mobile devices are proposed. The major contribution is a novel low computational cost palmprint texture feature extraction method. Contactless biometrics fits into the user-centric paradigm since users do not like to touch acquisition devices. Furthermore, the usage of mobile devices (cellphones, handhelds) for biometrics is interesting both for users and system/service providers (due to low cost, wide acceptance and penetration, mobility and user-friendliness). Our methods can be used in mobile biometrics scenario since mobile end-terminals portfolio has exploded with devices providing greater functionality and usability with more processing power.
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.
References
Yue, F., Zuo, W., Wang, K., Zhang, D.: A performance evaluation of filter design and coding schemes for palmprint recognition. In: Proc. of ICPR (2008)
Zuo, W., Lin, Z., Guo, Z., Zhang, D.: The Multiscale Competitive Code via Sparse Representation for Palmprint Verification. In: Proc. of CVPR (2010)
Sun, Z., Tan, T., Yang, Y., Li, S.Z.: Ordinal palmprint representation for personal identification. In: Proc. of CVPR 2005, pp. 279–284 (2005)
Fratric, I., Ribaric, S.: Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 1280–1289. Springer, Heidelberg (2009)
Methani, C., Namboodiri, A.M.: Pose Invariant Palmprint Recognition. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 577–586. Springer, Heidelberg (2009)
Doublet, J., Lepetit, O., Revenu, M.: Contact less palmprint authentication using circular Gabor filter and approximated string matching. In: Proc. of Signal and Image Processing (SIP), Honolulu, United States (2007)
Han, Y., Tan, T., Sun, Z., Hao, Y.: Embedded Palmprint Recognition System on Mobile Devices. In: Lee, S.-W., Li, S.Z. (eds.) ICB 2007. LNCS, vol. 4642, pp. 1184–1193. Springer, Heidelberg (2007)
Kumar, A., Shen, H.C.: Recognition of Palmprints using Wavelet-based Features. In: Proc. of Intl. Conf. on Systems and Cybernetics (2002)
Kozik, R., Choraś: Combined Shape and Texture Information for Palmprint Biometrics. Journal of Information Assurance and Security 5(1), 58–63 (2010)
Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2001, vol. 1, pp. 511–518 (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Choraś, M., Kozik, R. (2010). Feature Extraction Method for Contactless Palmprint Biometrics. In: Huang, DS., McGinnity, M., Heutte, L., Zhang, XP. (eds) Advanced Intelligent Computing Theories and Applications. ICIC 2010. Communications in Computer and Information Science, vol 93. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14831-6_57
Download citation
DOI: https://doi.org/10.1007/978-3-642-14831-6_57
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14830-9
Online ISBN: 978-3-642-14831-6
eBook Packages: Computer ScienceComputer Science (R0)