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《Journal of Chinese Information Processing》 2007-03
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A Feature Extracting Method for Handwritten Chinese Character Recognition Based on Elastic Mesh and Fuzzy Feature of Block

LIU Wei,ZHU Ning-bo,HE Hao-zhi,LI De-xin,SUN Fa-jun (Computer and Communication College,Hunan University,Changsha,Hunan 410082,China)  
The directional feature is considered suitable for handwriten chinese character recognition,and it has been widely used as one of the main feature extraction method.Meshing method is one of the key factors of meshing direction feature.According to stroke distributing characterisitic and topologic correlation of chinese characters,we present a new method based on elastic mesh and related fuzzy feature.A more stable feature vector with more information is extracted.The experiment based on the handwritten legal amount on Chinese bank check shows that the method is more effective than other meshing direction features,and recognition rate has been up to 97.64%.
【CateGory Index】: TP391.43;TP183
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【References】
Chinese Journal Full-text Database 3 Hits
1 ZHAN Xun-chang1,GAN Zhi-gang1,ZHANG Tong1,XIAO Nan-feng1,HAN Jian-hua2(1.Computer School,Huanan University of Technology,Guangzhou 510641,China;2.Computer School,Guangdong University of Technology,Guangzhou 510641,China);Design and Implementation of an ID Card Recognition System[J];Equipment Manufacturing Technology;2009-03
2 HE Zhi-guo1,CAO Yu-dong2(1.Dept.of Comptuer,Panzhihua College,Panzhihua 617000;2.Dept.of Electrical Engineering,Panzhihua College,Panzhihua 617000);Survey of Offline Handwritten Chinese Character Recognition[J];Computer Engineering;2008-15
3 WANG Ye,ZHANG Honggang,FANG Xu,GUO Jun(Pattern Recognition and Intelligent System Laboratory,Beijing University of Posts and Telecommunications,Beijing,100876,China);Low-Resolution Chinese Character Recognition of Vehicle License Plate Based on an Improved LBP[J];Journal of Chinese Information Processing;2009-05
【Citations】
Chinese Journal Full-text Database 4 Hits
1 WU Tian lei,MA Shao ping (Dept.of Computer Science & Technology,Tsinghua University,State Key Laboratory of Intelligent Technology and System,Beijing 100084,China);Feature Extraction for Handwritten Chinese Character by Overlapped Dynamic Meshing and Fuzzy Membership[J];Acta Electronica Sinica;2004-02
2 CHEN Jin ying JIN Yi jiang MA Shao ping (Department of Computer Science and Technology The State Key Laboratory of Intelligent Technology & Systems,Tsinghua University Beijing 100084);The Visualization Analysis of Handwritten Chinese Characters in Their Feature Space[J];JOURNAL OF CHINESE INFORMATION PROCESSING;2000-05
3 Ma Shaoping, Xia Ying, Zhu Xiaoyan Department of Computer Science and Technology, Tsinghua University; State Key Laboratory of Intelligent Technology and Systems, Beijing 100084;Handwritten Chinese characters recognizing based on fuzzy directional line element feature[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1997-03
4 Sun Limin Di Hongwei Yu Yinglin (South China University of Technology,Guangzhou 510641);Block Feature and Its Related Fuzzy Feature Extraction Approach for Handwritten Chinese Characters Recognition Based on Elastic Mesh[J];JOURNAL OF CHINA INSTITUTE OF COMMUNICATIONS;1999-12
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG De xi,GUO Chao feng (Department of Computer Science of Xuchang Teachers College Xuchang,461000 China);The design of handwritten Chinese characters classifier based on artificial neural networks[J];Journal of Henan Urban Construction Junior College;2001-03
2 WU Tian lei,MA Shao ping (Dept.of Computer Science & Technology,Tsinghua University,State Key Laboratory of Intelligent Technology and System,Beijing 100084,China);Feature Extraction for Handwritten Chinese Character by Overlapped Dynamic Meshing and Fuzzy Membership[J];Acta Electronica Sinica;2004-02
3 JU Yan, WANG Tong qing, LIU Jian sheng, WANG Gui xin, PENG Jian (Institute of Optic-Electronic Engineering, ChongQing University,ChongQing,400044);Feature Extraction and the Design of Classifier in Small Set Handwritten Chinese Character Recognition[J];Journal of Chongqing University(Natural Science Edition);2002-01
4 YE Shao-zhen, JIANG Qi-qiang (College of Information Science and Technology, Fuzhou University, Fuzhou, Fujian 350002, China);A fuzzy hyperspherical neural network and its application in pattern clustering[J];Journal of Fuzhou University(Natural Sciences Edtion);2001-05
5 YE Shao-zhen 1, ZHENG Wen-bo 1, MA Shao-ping 2 (1. College of Information Science and Technology, Fuzhou University, Fuzhou, Fujian 350002, China; 2.State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, Beijing 1000;A sphere neighborhood covering-structuring approach based on neural network and its application[J];Journal of Fuzhou University(Natural Sciences Edtion);2002-03
6 Gao Yanyu Yang Yang(University of Science&Technology Beijing,Beijing100083);A Survey of Off-line Handwritten Chinese Character Recognition[J];Computer Engineering and Applications;2004-07
7 Shen Shujuan Jiang Jianguo Cao Jianchun(School of Computer Science and Technology,Xidian University,Xi'an710071);Design of Multiple Features and Multiple Classifiers for Handwritten Character Recognition[J];Computer Engineering and Applications;2004-16
8 WANG Xian-mei1,YANG Yang1,HUANG Kang1,LIN Zi-yu2 1.School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China 2.Zhonghuan Metallurgical Corporation,Beijing 100011,China;Combining sample similarity and HMMs for character recognition[J];Computer Engineering and Applications;2007-03
9 Zhang Dexi; Zhu Shaowen; Ma Shaoping(Institute of Electronic and Computer,Central China Normal University Wuhan 430079)(Department of Computer Science and Technology, Tsinghua University Beijing 100084);A Method to Obtain Handwritten Similar Chinese Characters[J];COMPUTER ENGINEERING;1999-04
10 ZHONG Guohua, JIN Lianwen (Insititute of Electronics and Information, South China University of Science and Technology, Guangzhou 510641);A New Elastic Circle Meshing Feature Extracting Method for Handwriting Chinese Character Recognition[J];Computer Engineering;2002-11
China Proceedings of conference Full-text Database 3 Hits
1 WANG Xian-mei, LIN Zi-yu (Department of Electronic Information Engineering, University of Science and Technology, Beijing 100083, China; Zhonghuan Metallurgical Corporation, Beijing 100011, China.;Performance Analysis of Single Classifier in Recognition of Off-line Handwritten Amount in Words Based on HMM[A];[C];2006
2 Yan Hailin Jiang Di (Automation Department of Beijing Institute of Technology, Beijing 100081) (Institute of Ethnology & Anthropology, Chinese Academy of Social Sciences, Beijing 100081);A Method of Tibetan Characters Recognition Based on Three-level Classification[A];[C];2005
3 CHEN Yi,Wang Gai-yun,CHEN Le-geng,LI Bin School of Computer & Control Guilin University of Electronic Technology,Guangxi,Guilin 541004,China;Research of Script Figure Character Recognition Algorithm Based on Fuzzy Mathematics and D-S Evidential Theory[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Xue-wen,DING Xiao-qing,LIU Chang-song( State Key Laboratory of Intelligent Technology and Systems , Dept. of Electronic Engineering, Tsinghua University, Beijing 100084, China );Gabor Filters Based Feature Extraction for Robust Chinese Character Recognition[J];Acta Electronica Sinica;2002-09
2 DING, Xiao-qing( Dept. of Electronic Engineering , Tsinghun University, Beijing 100084, China);Chinese Character Recognition: A Review[J];Acta Electronica Sinica;2002-09
3 WU Tian lei,MA Shao ping (Dept.of Computer Science & Technology,Tsinghua University,State Key Laboratory of Intelligent Technology and System,Beijing 100084,China);Feature Extraction for Handwritten Chinese Character by Overlapped Dynamic Meshing and Fuzzy Membership[J];Acta Electronica Sinica;2004-02
4 Luo Jinghong;Ye Yingling(Res. Iust. of Radio and Automatic Control, South China Unly. of Tech.);STUDIES ON THE FEATURE EXTRACTION OF HANDWRITTEN CHINESE CHARACTERS[J];JOURNAL OF SOUTH CHINA UNIVERSITY OF TECHNOLOGY(NATURAL SCIENCE);1996-04
5 Zhao Ming Institute of Software,Academia Sinica,Beijing,100080;An Overview of the Methods for Hand-Printed Chinese Character Recognition[J];Journal of Computer Research and Development;1993-04
6 LIAN Qiu-sheng,LIU Chun-liang The College of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;Hierarchical palmprint identification based on gabor filter and LBP[J];Computer Engineering and Applications;2007-06
7 Hu JingCao XianbinWang Xufa(Department of Computer Science and Technology, University of Science and Technology of China, Hefei 230027);Graphics and Image Pre-indexing based on Tolerance Rough Sets[J];Journal of Computer Aided Design & Computer Graphics;2002-03
8 ZHU Xiao Yan SHI Yi Fan (State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, Beijing 100084) (Department of Computer Science and Technology, Tsinghua University, Beijing 100084);Feedback-Based Algorithm for Handwritten Character Recognition[J];Chinese Journal of Computers;2002-05
9 CAI Zhong Min GUAN Xiao Hong SHAO Ping PENG Qin Ke SUN Guo Ji (Center for Networked Systems and Information Security, System Engineering Institute, Xi′an Jiaotong University, Xi′an 710049);A New Approach to Intrusion Detection Based on Rough Set Theory[J];Chinese Journal of Computers;2003-03
10 ZHU Xu-ju,YANG Jian-gang (College of Computer Science, Zhejiang University, Hangzhou Zhejiang 310027, China;Central convergence and stability of BCF vector for Chinese text[J];Computer Applications;2005-05
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 ;Directional Cellular Feature Extraction with Elastic Meshing for Handwritten Chinese Character Recognition[J];Journal of Circuits and Systems;1997-03
2 GUO Jun,LIN Zhi qing,ZHANG Hong gang(Dept.of Information Engineering of Beijing University of Posts & Telecomm.Beijing 100876,China);A New Database Model of Off line Handwritten Chinese Characters and Its Applications[J];ACTA ELECTRONICA SINICA;2000-05
3 Ma Shaoping, Xia Ying, Zhu Xiaoyan Department of Computer Science and Technology, Tsinghua University; State Key Laboratory of Intelligent Technology and Systems, Beijing 100084;Handwritten Chinese characters recognizing based on fuzzy directional line element feature[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1997-03
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