Abstract
Thermal swipe sensor is one of the technologies behind many of today’s fingerprint sensors. This paper presents a new direct Fourier-based algorithm for performing swipe fingerprints registration to subpixel accuracy, where the fingerprint image differences are restricted to translations and uniform changes of illumination. The method is based on the extension of the well-known phase correlation technique and is able to estimate large translations of swipe fingerprints with pixel and subpixel accuracy. Excellent experimental results have been obtained for pixel and subpixel translation estimation of swipe fingerprints. And experimental data show that the algorithm has less time consumption and more robustness against noise and superior registration precision.
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
Kuglin, C.D., Hines, D.C.: The Phase Correlation Image Alignment Method. In: Proc. Int. Conf. Cybernetics Society, pp. 163–165 (1975)
Papoulis, A.: Signal Analysis. McGraw-Hill, New York (1977)
Pearson, J.J., Hines, D.C., Golosman, S., Kuglin, C.D.: Video Rate Image Correlation Processor. In: Proc. SPIE, pp. 197–205 (1977)
Shekarforoush, H., Zerubia, J., Berthod, M.: Extension of Phase Correlation to Subpixel Registration. IEEE Transactions on Image Processing 11, 188–200 (2002)
Stone Harold, S., Orchard Michael, T., Ee-Chien, C., Martucci Stephen, A.: A Fast Direct Fourier-Based Algorithm for Subpixel Registration of Images. IEEE Transactions on Geoscience and Remote Sensing 39, 2235–2243 (2001)
Jain, A.K., Lin, H., Sharath, P., Ruud, B.: An Identity-Authentication System Using Fingerprints. Proceedings of the IEEE 85, 1365–1388 (1997)
Bracewell, R.N.: The Fourier Transform and Its Applications. McGraw-Hill, New York (1965)
Stone Harold, S.: Fourier-based Image Registration Techniques. NEC research.
Scott, H.W.: A Subspace Identification Extension Phase Correlation Method. IEEE Transactions on Medical Imaging 22, 277–280 (2003)
Scott, H.W.: Identification of Translational Displacements between N-Dimensional Data Sets Using the High Order SVD and Phase Correlation. IEEE Transactions on Image Processing, 1–7 (2004)
Zitova, B., Flusser, J.: Image Registration Methods: A Survey. Image and Vision Computing 21, 977–1000 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhang, Y., Yang, J., Wu, H., Xue, Y. (2004). Phase-Correlation Based Registration of Swipe Fingerprints. In: Li, S.Z., Lai, J., Tan, T., Feng, G., Wang, Y. (eds) Advances in Biometric Person Authentication. SINOBIOMETRICS 2004. Lecture Notes in Computer Science, vol 3338. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30548-4_57
Download citation
DOI: https://doi.org/10.1007/978-3-540-30548-4_57
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24029-7
Online ISBN: 978-3-540-30548-4
eBook Packages: Computer ScienceComputer Science (R0)