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改进的推广多边形算法在指纹识别中的应用
引用本文:苗夺谦,傅文杰,张红云,唐庆适. 改进的推广多边形算法在指纹识别中的应用[J]. 同济大学学报(自然科学版), 2007, 35(3): 412-417
作者姓名:苗夺谦  傅文杰  张红云  唐庆适
作者单位:同济大学,计算机科学与技术系,上海,200092;国家高性能计算机工程中心,同济分中心,上海,200092
摘    要:在分析主曲线、推广多边形算法和指纹数据的特点后,尝试使用主曲线来描述指纹特征,对原推广多边形算法作了较大改进,使其更适用于指纹骨架的提取,最后实现了基于骨架的指纹特征提取.实验结果表明,改进的推广多边形算法能够在短时间内有效地提取出指纹线的骨架,而在骨架上提取特征点也较其他一些方法有着更高的准确率,具有一定的应用价值.

关 键 词:指纹特征点  推广多边形  主曲线  骨架
文章编号:0253-374X(2007)03-0412-06
修稿时间:2005-06-28

Improvement of a Extended Polygonal Line Algorithm and Its Application in Minutiae Extraction of Fingerprint
MIAO Duoqian,FU Wenjie,ZHANG Hongyun,TANG Qingshi. Improvement of a Extended Polygonal Line Algorithm and Its Application in Minutiae Extraction of Fingerprint[J]. Journal of Tongji University(Natural Science), 2007, 35(3): 412-417
Authors:MIAO Duoqian  FU Wenjie  ZHANG Hongyun  TANG Qingshi
Abstract:With the analysis of the principal curves, the extended polygonal line algorithm and the specialties of fingerprint, the original extended polygonal line algorithm is improved a lot, and becomes much more suitable for the extraction of the skeletonization of fingerprint. Then the minutiae extraction based on the skeletonization is achieved. The improved extended polygonal line algorithm proves more effective in skeletonization in a short time and the minutiae extraction based on the skeletonization is accurate compared with some traditional methods, thus it is more practical.
Keywords:specialties of fingerprint   extended polygon   principal curve   skeletonization
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