计算机工程与应用 ›› 2009, Vol. 45 ›› Issue (15): 191-193.DOI: 10.3778/j.issn.1002-8331.2009.15.055

• 图形、图像、模式识别 • 上一篇    下一篇

指纹纹线的提取和匹配

孟祥萍1,武增光2,赵玉兰2,刘 述3   

  1. 1.长春工程学院 电气与信息学院,长春 130012
    2.东北电力大学 信息工程学院,吉林 132012
    3.长春工业大学 计算机科学与工程学院,长春 130012
  • 收稿日期:2008-03-27 修回日期:2008-06-17 出版日期:2009-05-21 发布日期:2009-05-21
  • 通讯作者: 孟祥萍

Algorithm of fingerprint feature extraction and matching based on contour

MENG Xiang-ping1,WU Zeng-guang2,ZHAO Yu-lan2,LIU Shu3   

  1. 1.School of Electrical and Information,Changchun Institute of Technology,Changchun 130012,China
    2.School of Information and Engineering,Northeast Dianli University,Jilin 132012,China
    3.School of Computer Science and Engineering,Changchun University of Technology,Changchun 130012,China
  • Received:2008-03-27 Revised:2008-06-17 Online:2009-05-21 Published:2009-05-21
  • Contact: MENG Xiang-ping

摘要: 针对传统指纹细节点提取和匹配方法在处理低质量图像上的不足,首先提出了一种利用复滤波器准确定位指纹图像中心点的方法,克服了传统自动指纹识别中寻找指纹中心点不够精确的缺点。同时提出了一套基于轮廓的指纹特征提取和匹配算法,此算法利用指纹的总体结构特征,提高了匹配的正确率。实验结果表明,该算法具有相当高的识别率和较强的鲁棒性。

Abstract: Against low-quality images,a method to locate accuratly fingerprint image center point is proposed by complex filter,and in order to overcome the shortcomings of finding fingerprint center point by traditional automatic fingerprint identification.At the same time,an algorithm of feature extraction and matching based on the contour is proposed,the algorithm using the overall structure feature of fingerprint and improving the correct rate of matching.The experimental results show that this algorithm has a very high recognition rate and robust.