期刊文献+

基于Gabor滤波指纹图像增强方法 被引量:3

Research on Fingerprint Image Enhancement Method
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摘要 图像增强是指纹自动识别系统中非常关键的部分,它直接影响着指纹识别的最终效果。指纹预处理一般包括规格化、方向图计算、频率计算,图像分割、增强等环节,给出一套完整的增强算法,实验证明,这些算法处理效果好,运行速度快,具有很高的使用和参考价值。 Fingerprint enhancement plays a key role in the fingerprint identification system, which directly influences the final accuracy of fingerprint identification. Fingerprint enhancement usually includes five steps: normalization, directional graph computation, frequency computation, segmentation, enhancement a fingerprint image enhancement algorithm is proposed in tiffs paper.The experiments show that these algorithms have the advantages of good processing effcct and fast operating speed. They have high value both in practice and in reference.
出处 《舰船电子工程》 2006年第6期96-98,共3页 Ship Electronic Engineering
关键词 指纹 方向图 频率 增强 分割 fingerprint, direction image, frequency, enhancement, segmentation
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参考文献6

  • 1[1]Lin Hong,Wan Yifei,Anil J.Fingerprint image enhancement:algorithm and performance evaluation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1998,20(8):777~789
  • 2[2]Mehtre B M,Murthy N N.Segmentation of fingerprint images using the directional image[J].Pattern Recognition,1987,20(4):429~435
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共引文献21

同被引文献10

  • 1李新军,邵明省.基于Gabor函数能量的指纹识别[J].实验室研究与探索,2010,29(1):185-187. 被引量:4
  • 2Li,S.,Shawe-Taylor,J.Comparison and fusion of multi resolution features for texture classification[J].Pattern Recognition Letters, 2005, 26:633-638.
  • 3HongLin,Wan Yife,i Jain A. Fingerprint Image enhancement: algorithm and performance evaluation[J] IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998, 20(8): 777-789.
  • 4Thai R.Fingerprint image enhancement and minutiae extraction[R]. School of Computer Science and Software Engineering.The University of Western Australia, 2003:1-71.
  • 5Yang J, Liu L, Jiang T, et al. A modified Gabor filter design method for fingerprintimage enhancement[ J ]. Pattern Recogninon Letters,2003,24(12) : 1805 - 1817.
  • 6Hsieh C T,Lai E,Wang Y C. An effective algorithm for fingerprint image enhancement based on wavelet transform[ J ]. Pattern Recognition,2003,36(2) :303 - 312
  • 7Mehrre B M, Murthy N N,Kapoor S. Segrnentaion of Fingerprint Images Using the directional Irnage[J ]. Pattern Recognition, 1987,20(4) :429 - 435.
  • 8Lin Hong, Wan Yifei, Jain A. Fingerprint image enhancement: algorithm and pedormance evaluation[J ]. IEEE Trans on Pattern Analysis and Machine Intelligence, 1998, 20 (8) : 777 - 789.
  • 9李铁军,秦伟.自适应模板大小的Gabor指纹增强方法[J].计算机工程与应用,2010,46(20):216-218. 被引量:4
  • 10尹义龙,詹小四,谭台哲,宁新宝.基于加博函数的指纹增强算法及其应用[J].软件学报,2003,14(3):484-489. 被引量:46

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