期刊文献+

基于递归Gabor滤波的指纹图像处理方法的研究

A STUDY OF FINGERPRINT IMAGE PROCESSING METHOD BASED ON RECURSIVE GABOR FILTERING
下载PDF
导出
摘要 根据一维递归Gabor滤波算法设计了二维RGF(Recursive Gabor Filtering)算法,通过实验论证了RGF不仅与Gabor滤波等价,而且速度更快。在此基础上提出了RGF方法代替传统的Gabor滤波器方法应用到指纹特征提取,并用实验论证了参数的选择。实验结果显示该方法的有效性,具有很高的实用价值。 2-D recursive gabor filtering(RGF) algorithm is designed according to 1-D recursive gabor filtering algorithm, h is proved byexperiment that RGF is not only equal to Gabor filtering, but its speed is faster As a substetute for traditional Gabor filterbank method, RGF- based method is proposed to extract fingerprint feature. Parameter selection is given by comparing different parameter effect, The result of experiment shows that the algorithm is effective and has high value practicality.
作者 徐杨 张学东
出处 《计算机应用与软件》 CSCD 北大核心 2007年第12期163-165,共3页 Computer Applications and Software
关键词 GABOR函数 二维RGF 特征提取 Gabor function 2-D RGF Feature extraction
  • 相关文献

参考文献8

  • 1Young I T, van Vliet L J, van Ginkel M. Recursive Gabor filtering. IEEE Transactions on Signal Processing, 2002,50 (11 ) :2798 -2805. 被引量:1
  • 2Hong L,Wan Y,Jain A K. Fingerprint Image Enhancement: Algorithms and Performance Evaluation. Proc. IEEE Comp. Soc. Workshop on Empirical Evaluation Techniques in Computer Vision, Santa Barbara. 1998,6 : 117 - 134. 被引量:1
  • 3Hong L, Jain A K, Pankanti S, Bolle R. Fingerprint Enhancement. Proc. IEEE Workshop on Applications of Computer Vision, Sarasota, F1, 1996,10:202 - 207. 被引量:1
  • 4Young I T,van Vliet L J. Recursive implementation of the Gaussian filter, Signal Processing, 1995,44(2) : 139 - 151. 被引量:1
  • 5Lee T S. Image representation using 2D Gabor wavelets, IEEE Trans. Pattern Anal. Machine Intell, 1996,18 ( 6 ) :959 - 971. 被引量:1
  • 6LEE Chihjen, WANG Shengde. A Gabor filter-based approach to fingerprint recognition [ A ]. IEEE Workshop on Signal Processing Systems [ C]. Taipei, Taiwan: IEEE,1999: 371-378. 被引量:1
  • 7Jain A K, Prabhakar S, Hong L, Pankanti S. Filterbank-based Fingerprint Matching. IEEE Transactions on Image Processing, 2000,9(5 ) : 846 - 859. 被引量:1
  • 8付景广..指纹识别中若干关键算法的研究[D].中国科学院软件研究所,2003:

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部