Palmprint identification by Fourier transform

被引:226
作者
Li, WX
Zhang, D [1 ]
Xu, ZQ
机构
[1] Hong Kong Polytech Univ, Dept Comp, Biometr Res Ctr, Kowloon, Hong Kong, Peoples R China
[2] Peking Univ, Dept Comp Sci, Beijing 100871, Peoples R China
关键词
palmprint; personal identification; biometrics; Fourier transform; feature extraction;
D O I
10.1142/S0218001402001757
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Palmprint identification refers to searching in a database for the palmprint template, which is from the same palm as a given palmprint input. The identification process involves preprocessing, feature extraction, feature matching and decision-making. As a key step in the process, in this paper, we propose a new feature extraction method by converting a palmprint image from a spatial domain to a frequency domain using Fourier Transform. The features extracted in the frequency domain are used as indexes to the palmprint templates in the database and the searching process for the best match is conducted by a layered fashion. The experimental results show that palmprint identification based on feature extraction in the frequency domain is effective in terms of accuracy and efficiency.
引用
收藏
页码:417 / 432
页数:16
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