Multifractal characteristics of palmprint and its extracted algorithm

被引:14
作者
Shang, Pengjian [1 ]
Li, Tong [1 ]
机构
[1] Beijing Jiaotong Univ, Dept Math, Sch Sci, Beijing 100044, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
Multifractal spectrum; Maximum; Width; Asymmetry; Palmprint recognition; TIME-SERIES; IDENTIFICATION;
D O I
10.1016/j.apm.2009.03.009
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The palmprint is one of the most reliable physiological characteristics that can be used to distinguish between individuals. in this paper, we propose a palmprint recognition method based on multifractal spectrum technology using statistical moment approaches. The multifractal spectrum of palmprint is calculated by developing an algorithm for extracting palmprint characteristics. The three parameters proposed as the distinguishing palmprint features include the width spread and maximum of multifractal spectrum, and a parameter which describes the asymmetry of the spectrum curve. The identification process can be divided into the following main steps: (1) capturing palmprint image, extracting and normalizing the subimages; (2) defining a coordinate system and calculating partition function; (3) estimating multifractal spectrum; (4) extracting the three parameters and, finally, (5) the feature matching and palmprint identification. The experimental results demonstrate the feasibility of the proposed method. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:4378 / 4387
页数:10
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