A palmprint recognition algorithm using Phase-Only Correlation

作者:Ito Koichi*; Aoki Takafumi; Nakajima Hiroshi; Kobayashi Koji; Higuchi Tatsuo
来源:IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2008, E91A(4): 1023-1030.
DOI:10.1093/ietfec/e91-a.4.1023

摘要

This paper presents a palmprint recognition algorithm using Phase-Only Correlation (POC). The use of phase components in 2D (two-dimensional) discrete Fourier transforms of palmprint images makes it possible to achieve highly robust image registration and matching. In the proposed algorithm, POC is used to align scaling, rotation and translation between two palmprint images, and evaluate similarity between them. Experimental evaluation using a palmprint image database clearly demonstrates efficient matching performance of the proposed algorithm.

  • 出版日期2008-4