期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

低质指纹图像的增强方法 被引量：2

Enhancement Method for Low Quality Fingerprint Images
下载PDF
导出
摘要 基于G abor滤波器的低质指纹增强技术,对区域掩模及脊线频率的计算进行了改进。区域掩模的计算采用方向场的局部确定性水平方法,使得后续计算脊线频率时只对前景块进行操作,可以提高系统运行速度。在对前景块计算脊线频率时,可以通过设置参数来解决非良好正弦波形问题。该方法在国际标准指纹库及自己采集的指纹库上进行实验,实验结果表明,本文方法增强效果有明显的提高。 An improved enhancement method based on the Gabor filtering technique is proposed. Firstly, an improved calculation method of the region mask is suggested. Then, parameters for the ridge frequency calculation are determined according to the fingerprint sensors. By utilizing these parameters, problems of the noninusoidal-shaped wave for the fingerprint projection can be effectively resolved. The method is tested with the FVC2004 fingerprint database. Experimental results show that the enhancement result of the method is improved.
作者 何孝富 施鹏飞
机构地区 上海交通大学图像处理与模式识别研究所
出处 《数据采集与处理》 CSCD 北大核心 2005年第4期440-443,共4页 Journal of Data Acquisition and Processing
基金 国家自然科学基金(60427002)资助项目
关键词 指纹增强 GABOR滤波 区域掩模 脊线频率 fingerprint enhancement Gabor filtering region mask ridge frequency
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献8

  • 1Willis A J, Myers L. A cost-effective fingerprintrecognition system for use with low-quality prints and damaged fingertips[J]. Pattern Recognition,2001,34(2):255～270.
  • 2Lin Hong, Wan Yifei, Jain A. Fingerprint image enhancement: algorithm and performance evaluation[J]. IEEE Trans on Pattern Analysis and Machine Intelligence,1998,20(8):777～789.
  • 3Kim B G, Kim H J, Park D J. New enhancement algorithm for fingerprint images[A]. Proc 16th International Conference on Pattern Recognition[C].2002,3:879～882.
  • 4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
  • 5罗希平,田捷.自动指纹识别中的图像增强和细节匹配算法[J].软件学报,2002,13(5):946-956. 被引量：229
  • 6Jain A, Lin Hong. Pankanti S,et al. An identity-authentication system using fingerprints[A]. Proc of the IEEE[C].1997,85(9):1365～1388.
  • 7Rao A R. A taxonomy for texture description and identification[M]. New York:Springer-Verlag,1990.
  • 8Fingerprint verification competition[EB/OL]. http: //bias.csr.unibo.it/fvc2004/databases.asp,2004.

二级参考文献14

  • 1[1]Huang, D.C. Enhancement and feature purification of fingerprint images. Pattern Recognition, 1993,26(11):1661～1671.
  • 2[2]Lin Hong, Wan, Yi-fei, Jain, A. Fingerprint image enhancement: algorithm and performance evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998,20(8):777～789.
  • 3[3]Jain, A., Lin Hong, Bolle, R. On-Line fingerprint verification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997,19,(4):302～313.
  • 4[4]Isenor, D.K., Zaky, S.G. Fingerprint identification using graph matching. Pattern Recognition, 1986,19(2):113～122.
  • 5[5]Hrechak, A.K., Mchugh, J.A. Automated fingerprint recognition using structural matching. Pattern Recognition, 1990,23(8):893～ 904.
  • 6[6]Ranade, S., Rosenfeld, A. Point pattern matching by relaxation. Pattern Recognition, 1980,12(4):269～275.
  • 7[7]Chang, C.H., Cheng, F.H., Hsu, W.H., et al. Fast algorithm for point pattern matching: invariant to translations, rotations and scale changes. Pattern Recognition, 1997,30(2):311～316.
  • 8[8]Kovács-Vajna, Z.M. A fingerprint verification system based on triangular matching and dynamic time warping. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000,22(11):1266～1276.
  • 9[9]Jiang, Xu-dong, Yau, Wei-Yun. Fingerprint minutiae matching based on the local and global structures. In: Sanfeliu, A., Villanueva, J.J., eds. Proceedings of the 15th International Conference on Pattern Recognition. Los Alamitos, CA: IEEE Computer Society Press, 2000. 1042～1045.
  • 10[10]Luo Xi-ping, Tian jie. A minutia matching algorithm in fingerprint verification. In: Sanfeliu, A., Villanueva, J.J. eds. Proceedings of the 15th International Conference on Pattern Recognition. Los Alamitos, CA: IEEE Computer Society Press, 2000. 833～836.

共引文献267

同被引文献12

  • 1何洋,欧宗瑛,郭浩.基于方向场和频率场的自适应指纹图像增强算法[J].大连理工大学学报,2004,44(5):689-694. 被引量：5
  • 2Hong Lin, Wan Yifei, Jain A . Fingerprint Image enhancement : algorithm and performance evaluation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998 ;20 ( 8 ) :777-789.
  • 3Sherlock B G, Monro D M, Millare K. Fingerprint enhancement by directional Fourier filtering[J], IEE Proc-Vis Image Signal Process, 1994,141 (2) :87-94.
  • 4陶洪久，温玉娟，高俊．基于Gabor滤波的指纹图像增强处理技术[C]／／全球化制造高级论坛暨21世纪仿真技术研讨会论文集．北京：世界图书出版公司，2004.565-568．
  • 5Li Hong , Wan Yifei, Jain A K. Fingerprint image enhancement algorithm and performance[ J ]. IEEE Trans on Pattern Analysis and Machine Intelligence, 1998,20 ( 8 ) : 777-789.
  • 6Kim B G,Kim H J,Park D J. New enhancement algorithm for fingerprint images [C ]//Proceedings 16th International Conference on Pattern Rcongnition. Washington DC:IEEE Computer Society, 2002:879-882.
  • 7Rao A R. A taxonomy for texture description and identification[ M]. New York : Springer-Verlag, 1990:372-381.
  • 8Jain A, Lin Hong, Pankanti S, et al. An identity-authentication system using fingerprints [ J/OL ]. http ://www. research, ibm. com/ecvg/pubs/sharat-proc, pdf, 1997 -08 -06.
  • 9Sanjay R, Fingerprint verification competition[ J/OL]. http://bias. csr. unibo, it/fvc200/database, asp,2004 -07 -11.
  • 10罗希平,田捷.自动指纹识别中的图像增强和细节匹配算法[J].软件学报,2002,13(5):946-956. 被引量：229

引证文献2

二级引证文献7

数据采集与处理
2005年 第4期

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