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指纹图的特征增强与去伪的分级处理算法 被引量:1

A hierarchy method for enhancement and purification of fingerprint features
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摘要 提出了一种指纹图特征增强与去伪的分级算法 .对指纹的二值图进行增强 ,有效减少虚假细节点的出现 ;在细化图上跟踪并标记脊线 ,去除具有连接关系的伪细节点 ;利用指纹对偶性除去断点等无脊线连接关系的伪细节点 .实验结果表明 ,此算法在去除伪细节点方面具有很好的效果 。 An innovational hierarchy algorithm was presented to enhance and purify fingerprint features. The binary image was enhanced. The ridges in the thinned image were traced to eliminate the false minutiae connected by ridges. Both foreground and background characteristics were used to repair ridge breaks and to eliminate islands. The experimental results show that this algorithm can detect and eliminate the spurious minutiae encountered in the thinned fingerprint image with high time efficiency.
出处 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2004年第6期1-3,共3页 Journal of Huazhong University of Science and Technology(Natural Science Edition)
关键词 指纹识别 特征增强 细化图 去伪 fingerprint identification minutia enhancement thinning post-processing
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参考文献2

  • 1Lin Hong, Wan Yifei, Anil Jain. Fingerprint image enhancement: algorithm and performance evaluation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998, 20(8): 777~789
  • 2Zhang T Y, Suen C Y. A fast parallel algorithm for thinning digital patterns. Comm. ACM, 1984, 27:236~239

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