Palmprint recognition using Fourier-Mellin transformation based registration method

被引:0
|
作者
Li, L [1 ]
Yang, X [1 ]
Hi, YL [1 ]
Tian, T [1 ]
机构
[1] Chinese Acad Sci, Grad Sch, Ctr Biometr & Secur Res, Key Lab Complex Syst & Intelligence Sci,Inst Auto, Beijing 100080, Peoples R China
关键词
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new method for palmprint recognition based on the registration results between two palmprint images. After preprocessing, a unified coordinate system is constructed for each palmprint image. If two palmprints images are captured from the same hand, the translation, rotation and scaling alignment differences between their corresponding image blocks should be small. Therefore the registration parameters obtained by the Fourier-Mellin Transformation are used to measure the similarity between two palmprint patterns. Experimental results demonstrate the effectiveness of our ideas.
引用
收藏
页码:730 / 738
页数:9
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