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基于动态方向场的指纹图像增强算法 被引量:11

The Algorithm of Fingerprint Enhancement Base on Dynamic Direction
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摘要 文章研究了目前的指纹图像增强算法,提出了一种新的指纹方向场的动态计算方法。先利用Radon变换来计算方向场,然后用一组方向滤波器对该图像进行滤波,以达到指纹图像增强的目的。实验结果表明,该算法简单有效,为下一步指纹图像匹配奠定了坚实的基础。 In this paper, we studied the algorithms of fingerprint image enhancement and put forward a new method to calculate the direction image. Firstly, Radon Transform is used to estimate the direction image, then, the image is filtered by a set directional filters, thus, we get the enhanced image. The experiment results indicate that this method is simple and efficient; which established the solid foundation to fingerprint image identification.
出处 《微电子学与计算机》 CSCD 北大核心 2005年第2期70-72,76,共4页 Microelectronics & Computer
关键词 指纹方向场 RADON变换 指纹图像 图像增强 方向滤波器 Fingerprint diretion, Radon transform, Fingerprint image, Image enhancement, Directional filters
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参考文献5

  • 1Lin Hong, Yifei Wan, nil Jain. Fingerprint Image Enhancement :Algorithm and Performance Evaluation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998, 20(8): 777-789.
  • 2Junhong Li, Quan Pan, etc. Image recognition using Radontrans form [J]. Proceedings of Intelligent Transportation Systems, IEEE, 2003, Vol. (1): 741-744.
  • 3Shih-Schon Lin Chiou-Shann Fuh. Range Data Reconstruction Using Fourier Slice Theorem [J]. Proceedings of the 13th International Conference on Pattern Recognition,IEEE, 1996, Vol. (1): 874-878.
  • 4黄贤武,苏鹏程,柏培权.基于方向滤波分割的指纹自动识别系统算法[J].中国图象图形学报(A辑),2002,7(8):829-834. 被引量:47
  • 5Emiroglu I, Akhan M.B. Pre-processing of fingerprint images [J]. European Conference on Security and Detection,IEEE, 1997.147-151.

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