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

基于模糊积分的神经网络离线签名识别 被引量：2

Off-line signature recognition of neural network basd on fuzzy integral
在线阅读 下载PDF
导出
摘要 提出一种基于模糊积分融合方式的多神经网络离线签名识别方法。首先对签名图像进行一系列预处理,提取不同类型的特征,然后使用神经网络进行初分类,再用模糊积分进行融合。实验表明,该识别方法能够比单个神经网络有更好的签名识别效果。 In this paper, an effective method based on multiple neural networks fused by fuzzy integral is presented. Firstly, a set of preprocessing is used in signature images and several different features are extracted. Secondly, these features are applied to classify elementary recognition. Finally, the results of elemtary recognition are fused by fuzzy integral. The experiment results show that the method of signature recognition is more effective than single neural network.
作者 蒋佳志 姚凯学
机构地区 贵州大学计算机科学与技术学院
出处 《贵州师范大学学报（自然科学版）》 CAS 2008年第3期87-90,共4页 Journal of Guizhou Normal University：Natural Sciences
关键词 神经网络 模糊积分 签名识别 neural network fuzzy integral signature recognition
分类号 TP391 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献12

  • 1Leedham, C. G. , Sagar, V. K. Using forensic handwriting analysis techniques to enhance automatic handwritten script recognition and processing [ J ]. IEE Colloquium (Digest), 1994, 123: 2/1-2/3.
  • 2Baltzakisa, H. , Papamarkos, N. A new signature verification technique based on a two stage neural network classifier[ J ]. Engineering Applications of Artificial Intelligence, 2001, 14:95-103.
  • 3陈晓苏,吴振华,肖道举.一种基于签名分段和HMM的离线中文签名验证方法[J].自动化学报,2007,33(2):205-210. 被引量：3
  • 4Lin, F. , Tang, X. Offline handwrite Chinese character stroke extraction. In: Proceedings of 16th International Conference on Pattern Recognition [ C ]. IEEE, 2002, 3 : 249-252.
  • 5M. Ammar, Y. Yoshida, T. Fukumur. A new Effective Approach for Off-line Verification of Signatures by Using Pressres Feature [ C ]. Proc. 8^th ICRP, Washington DC, USA, 1986:566-569.
  • 6A.M. Darwish, G. A. Auda. A new Composite Feature Vector for Handwritten Signature Recognition [ C ]. ICASSP-94, 1994, 2:613-616.
  • 7Sugeno M. Fuzzy measures and fuzzy integrals: a survey [ M]//Fuzzy Automata and Decision Process. Amsterdam North Holland, 1977:89-102.
  • 8章毓晋．图像工程[M]．北京：清华大学出版社，2002．
  • 9George D, Rodrigo C. Feature selection for off-line recognition of different size signatures [ C ]. Neural Networks for Signal Processing, 2002:355-364.
  • 10Hu M K. Visual Pattern Recognition by Moment Invariants[ J ]. IRE Transaolions on Information Theory, 1962: IT-8 : 179-187.

二级参考文献19

  • 1Plamondon R, Lorette G. Automatic signature verification and writer identification: The state of the art. Pattern Recognition, 1989, 22(2): 107-131
  • 2Qi Y Y, Hunt B B.. Signature verification using global and grid features. Pattern Recognition, 1994, 22(12): 1621-1629
  • 3Hai Lin, Hal Zhou-Li. Chinese signature verification with moment invariants. In: Proceedings of IEEE International Conference on Systems, Man, and Cybernetics. IEEE, 1996.2963-2966
  • 4Ammar M. Progress in verification of skillfully simulated handwritten signatures. International Journal of Pattern Recognition and Artificial Intelligence, 1991, 5(1-2):337-351
  • 5Justino E J R, Bortolozzi F, Sabourin R. An off-line signature verification method based on SVM classifier and graphometric features. In: Proceedings of the 5th International Conference on Advances in Pattern Recognition. Calcutta,India, New Delhi INDIA: Allied Publishers Pvt. Ltd., 2003.134-141
  • 6Bajaj R, Chaudhury S. Signature verification using multiple neural classifiers. Pattern Recognition, 1997, 30(1): 1-7
  • 7Baltzakis H, Papamarkos N. A new signature verification technique based on a two-stage neural network classifier. Engineering Applications of Artificial Intelligence, 2001, 14(1):95-103
  • 8Justino E J R, E1 Yacoubi A, Bortolozzi F, Sabourin R. An off-line signature verification system using hidden Markov model and cross-validation. In: Proceedings of XIII Brazilian Symposium on Computer Graphics and Image Processing.IEEE, 2000. 105-112
  • 9Leclerc F, Plamondon R. Automatic signature verification:The state of the art 1989-1993. International Journal of Pattern Recognition and Artificial Intelligence, 1994, 8(3):643-660
  • 10Dimauro G, Impedovo S, Lucchese M G, Modugno R, Pirlo G. Recent advancements in automatic signature verification.In: Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition. IEEE, 2004. 179-184

共引文献9

同被引文献13

引证文献2

二级引证文献1

贵州师范大学学报（自然科学版）
2008年 第3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