计算机工程与应用Issue(20)：172-177,6.DOI:10.3778/j.issn.1002-8331.1310-0109
基于不变矩和小波分析的指横纹匹配新算法
New matching algorithm of knuckleprint based on moment invariants and wavelet multi-resolution analysis
摘要
Abstract
In order to improve the accuracy and efficiency on the procedure of criminal investigation, a new criminal investi-gation evident named knuckleprint is adopted. A new matching algorithm of knuckleprint based on moment invariants and wavelet multi-resolution analysis is presented in this paper. In the first recognition stage, in order to overcome the defects caused by scale factor and rotation angle to get the set of candidate images, the algorithm not only proposes an idea of minimal rectangle to modify the calculation region of moment invariants but also adopts the elementary row transforma-tion to transform the character matrix of radon projection. In the second recognition stage, the wavelet multi-resolution analysis is adopted to analyze the certain angle projection of candidate images set. The weighted character of moment invariants is calculated to get the similarity. Experimental result shows that this algorithm is more efficient than traditional algorithm.关键词
指横纹/不变矩/小波分析/多分辨率分析/Radon投影Key words
knuckleprint/moment invariants/wavelet analysis/multi-resolution analysis/Radon projection分类
信息技术与安全科学引用本文复制引用
毛贤光,李云欣,李罕..基于不变矩和小波分析的指横纹匹配新算法[J].计算机工程与应用,2015,(20):172-177,6.基金项目
南宁市城市应急联动指挥系统升级项目（No.NNZC2010-1441A）；南宁市城市公共安全与社会综合服务系统人才小高地项目（No.2011020）。 （）
