A PALMPRINT RECOGNITION ALGORITHM USING PHASE-BASED CORRESPONDENCE MATCHING

被引:24
|
作者
Ito, Koichi [1 ]
Iitsuka, Satoshi [1 ]
Aoki, Takafumi [1 ]
机构
[1] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808579, Japan
关键词
image recognition; palmprint recognition; nonlinear distortion; phase-only correlation; biometrics; ONLY CORRELATION; IDENTIFICATION;
D O I
10.1109/ICIP.2009.5413740
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Palmprint images taken from a camera are distorted due to movement of a hand and fingers. To achieve reliable palmprint recognition, it is necessary to employ a recognition algorithm dealing with nonlinear distortion, while the conventional algorithms only consider the rigid body transformation between palmprint images. This paper proposes a palmprint recognition algorithm using phase-based correspondence matching. In order to handle nonlinear distortion, the proposed algorithm (i) finds corresponding points between two images using phase-based correspondence matching and (ii) evaluates a similarity between local image blocks around the corresponding points. Experimental evaluation using a palmprint image database demonstrates efficient recognition performance of the proposed algorithm compared with conventional algorithms.
引用
收藏
页码:1977 / 1980
页数:4
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