A palmprint recognition algorithm using phase-only correlation

Koichi Ito; Takafumi Aoki; Hiroshi Nakajima; Koji Kobayashi; Tatsuo Higuchi

doi:10.1093/ietfec/e91-a.4.1023

A palmprint recognition algorithm using phase-only correlation

Koichi Ito, Takafumi Aoki, Hiroshi Nakajima, Koji Kobayashi, Tatsuo Higuchi

Research output: Contribution to journal › Article › peer-review

52 Citations (Scopus)

Abstract

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 andtranslation between two palmprint images, and evaluate similarity between them. Experimenta elvaluation using a palmprint image databaseclearly demonstrates efficient matching performance of the proposed algorithm.

Original language	English
Pages (from-to)	1023-1030
Number of pages	8
Journal	IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Volume	E91-A
Issue number	4
DOIs	https://doi.org/10.1093/ietfec/e91-a.4.1023
Publication status	Published - 2008 Jan 1

Keywords

Biometrics palmprint recognition security
Image recognition
Phase-only correlation

ASJC Scopus subject areas

Signal Processing
Computer Graphics and Computer-Aided Design
Electrical and Electronic Engineering
Applied Mathematics

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10.1093/ietfec/e91-a.4.1023

Cite this

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AU - Aoki, Takafumi

AU - Nakajima, Hiroshi

AU - Kobayashi, Koji

AU - Higuchi, Tatsuo

PY - 2008/1/1

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N2 - 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 andtranslation between two palmprint images, and evaluate similarity between them. Experimenta elvaluation using a palmprint image databaseclearly demonstrates efficient matching performance of the proposed algorithm.

AB - 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 andtranslation between two palmprint images, and evaluate similarity between them. Experimenta elvaluation using a palmprint image databaseclearly demonstrates efficient matching performance of the proposed algorithm.

KW - Biometrics palmprint recognition security

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A palmprint recognition algorithm using phase-only correlation

Abstract

Keywords

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