期刊文献+

基于Matlab的指纹识别系统的研究与实现 被引量:3

Research and Implementation of the Fingerprint Identification System Based on Matlab
下载PDF
导出
摘要 提出了一种基于Matlab的指纹识别方法,改进了传统指纹识别方法中的不足。在经过简单预处理后实现的指纹识别系统的基础上.强调预处理算法与Gabor滤波器为基础的算法相结合,得到了基于Matlab的速度快,识别率高的指纹识别系统。它以人机界面形式实现指纹的识别与匹配,同时还开发了指纹数据库的程序和界面,能添加和清除指纹数据,简单易用,方便准确。 A kind of Madab-based fingerprint recognition method is put forward to improve the deficiencies which belong to the traditional methods. Based on the fingerprint identification system which is achieved after only a simple pre-treatment process, the new method emphasis on the combination of the pre-processing algorithm and the Gabor filter algorithm, and the Matlab-based fingerprint recognition system which has high speed and recognition rate has been achieved. It is the form of man-machine interface to achieve the recognition and matching of the fingerprints, at the same time,it develops the procedures and interface of fingerprint database which can add and remove and fingerprint datas, they are easy-to-use, convenient and accurate.
作者 孙玉明 王紫婷 SUN Yu-ming, WANG Zi-ting (School of Electronics and Information Engineering, Lanzhou Jiaotong Umversity, Lanzhou 730070, China)
出处 《电脑知识与技术》 2009年第12期9803-9804,共2页 Computer Knowledge and Technology
关键词 MATLAB 指纹识别 预处理 GABOR滤波器 madab fingerprint identification pretreatment gabor filter
  • 相关文献

参考文献3

二级参考文献17

  • 1蒋永平,徐杜.基于建构主义理论的CAI教学模式的思考、探索与实现[J].电化教育研究,1999,20(3):56-60. 被引量:21
  • 2章毓晋.图像处理和分析[M].清华大学出版社,1999,3..
  • 3林喜荣 潘鹏 等.一种基于DSP技术的指纹鉴别系统的实验研究[J].信号处理,1999,15(10):412-419.
  • 4Vinay K.Ingle 等 陈怀琛等(译).数字信号处理及其MATLAB实现[M].电子工业出版社,1999..
  • 5夏雄武.自动自问鉴别系统的实验研究:[硕士学位论文].北京:清华大学,.
  • 6Li Hong,Wan Yifei,Anil J. Fingerprint image enhancement, algorithm and performance evaluation [J]. IEEE Transactions on Patten Analysis and Machine Intelligence, 1998,20 (8).
  • 7O'Gorman L,Nickerson J V. An approach to fingerprint filter design [J]. Pattern Recognition, 1989,22 (1) : 29~38.
  • 8Newham E.The Biometric Report.New York:SJB Services,1995
  • 9Hong L,Wan Y,Jain A K.Fingerprint Image Enhancement:Algorithm and Performance Evaluation.IEEE Transactions on Pattern Analysis and Machine Intelligence,1998,20(8):777-789
  • 10Hong L,Jain A K,Pankanti S,et al.Fingerprint Enhancement.In:Proceedings of the IEEE Workshop on Applications of Computer Vision.Sarasota,FI,1996:202-207

共引文献31

同被引文献29

引证文献3

二级引证文献4

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