Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering and Design》 2003-10
Add to Favorite Get Latest Update

Application of BP algorithm to handwritten Chinese characters' recognition

ZUO Wen-ming, LI Shao-fa, ZENG Xian-gui (School of Computer Science and Engineering, South China University of Technology, Guangzhou 510640, China)  
To investigate the application of back-propagation algorithm to the recognition of handwritten Chinese characters, the principle of artificial neural network and Back-propagation algorithm are discussed. Then the problems that handwriting Chinese characters' recognition meets are descrlbed and the techniques that it uses are introduced. And handwritten Chinese characters' recognition using BP algorithm in detail is also analyzed. Finally the improvement to BP algorithm is introduced.
【CateGory Index】: TP391.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 4 Hits
1 Wu Di1 Zhao Heming1 Tao Zhi21( Department of Electron, School of Information, Suzhou University, Suzhou 215021)2( Department of Physics, School of Science, Suzhou University, Suzhou 215006);A Method of English Letters Recognition Based on the Improved BP Algorithm[J];Computer Engineering and Applications;2006-23
2 ZHENG Sheng-lin;PAN Bao-chang;HU Yan Institute of Digital Image Technology Guangdong University of Technology Guangzhou 510643, China;Management information system for detained vehicles based on form reader[J];Computer Engineering and Design;2004-09
3 ZHENG Sheng-lin,PAN Bao-chang,ZHAO Xue-jun,CHEN Xiao-feng(Institute of Digital Image Technology,College of Information Engineering,Guangdong University of Technology,Guangzhou 510643,China);Approximation-integrate method of extracting stroke features on line[J];Computer Engineering and Design;2006-07
4 WU Chun-you,WANG Shi-tong(School of Information Engineering,Southern Yangtze University,Wuxi 214122,China);Appling soft computing technique to virtual actor's facial expression modeling[J];Computer Engineering and Design;2007-12
【Citations】
Chinese Journal Full-text Database 2 Hits
1 LI Yong (Physics Department of Anyang Teachers College,Anyang 45500,China);Research on Manuscripted Characters Identification Method Based on BP Neural Networks[J];Journal of Aayang Teachers College;2000-04
2 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
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Nian 1,XIONG Yuan 2,ZHAO Hai-feng 1,REN Bin 1 1(Department of EE of Anhui University,Hefei 230039,China) 2(Anhui Inspection Department of Electronic Product,Hefei 230061,China);Automatic Recognition for Vehicle License Number Plate Based on Neural Network[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-01
2 Shi Zhengyu (Center for Teaching Chinese to Foreigners, Peking University, Beijing 100871);Error Analysis of Foreign Students' Picto-radicals of Chinese Characters[J];JOURNAL OF PEKING UNIVERSITY(HUMANITIES AND SOCIAL SCIENCES);1999-04
3 ZOU Zi-qiang, YIN Bao-cai, KONG De-hui ( Multimedia and Intelligent Software Technology Lab, College of Computer Science, Beijing University of Technology. Beijing 100022, China );.MPEG-4 Based Face Expression Animation[J];Journal of Beijing Polytechnic University;2003-01
4 He Ming; Kuang Yanling; Li Xiaolong; Huang Zheng; Chen Zuyin(Department of Applied Mathematics, Beijing Polytechnic University, 100022);Postscript and Its Conversion Program[J];JOURNAL OF BEIJING POLYTECHNIC UNIVERSITY;1994-04
5 (Zhang Shihui), (Kong Lingfu), (The College of Information Science and Engineering, Yanshan University, Qinhuangdao 066004);Chinese Character Recognition and Actuality Analysis[J];Journal of Yanshan University;2003-04
6 Cui Huailin(Dept.of Electronic Eng.,Shanxi Institute of Technology Hanzhong 723003)Zhao Shuxiang(Dept.of Computer Science,Xidian University Xian 710071);Research on Preliminary Classification of Handprinted Chinese Character Recognition[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-03
7 DONG Huo-ming1,2, GAO Jun1,2, HU Liang-mei2 ( 1. Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei 230031, China; 2. Lab. of Image Information Processing, School of Computer and Information, Hefei University of Technology, Hefei 230009, China );Fusion of multiple classifiers for fingerprint global feature recognition based on synergetics[J];Journal of Circuits and Systems;2005-03
8 GONG Rong-rong(Software Department of Changsha Social Work College Changsha Hunan 410004,China);Recognition of Similar Chinese Handwriting By Support Vector Machine[J];Computer and Information Technology;2008-04
9 CHEN Liang-Yu~1, ZENG Zhen-Bing~(1,2), ZHANG Wen-Yin~2(1. Software Engineering Institute, East China Normal University, Shanghai200062,China;2.Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu610041,China);Analysis and Recognition of the Structure of Chinese Characters[J];Journal of Shanghai Institute & Electric Power;2005-01
10 YUAN Chao,ZHANG Chang shui(Department of Automation,Tsinghua University,Beijing 100084,China);Multiple Template Matching for Frontal View Face Detection[J];ACTA ELECTRONICA SINICA;2000-03
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 LUO Jia(Chengdu College of University of Electronic Science and Technology,Sichuan Chengdu 611731 China);A new method for off-line recognition of English letters based on concave-and-convex feature[J];Journal of Guizhou Education Institute;2008-12
2 GAO Fu-qianga,ZOU Hengb,QIN Chang-shuob,XU Min-jianb,YANG Yongb(a.ICT Research Center;b.College of Automation,Chongqing University,Chongqing 400030,China);Comparison with BP and RBF neural network used in English Letters Recognition[J];Journal of Chongqing Institute of Technology(Natural Science);2009-09
3 LIU Lei,DUAN Hui-chuan(School of Information Science and Engineering,Shandong Normal University,Jinan 250014,China);Distinguish research of name character writing in signature and non-signature[J];Computer Engineering and Design;2009-21
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 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
2 LiDong Sheng QiMing He (Beijing University of Posts & Telecommunications);NEURAL NETWORK BASED HANDWRITING CHINESE CHARACTER RECOGNITING SYSTEM[J];Journal of Chinese Information Processing;1993-01
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 Yu Lihua ; Yang Fusheng ; Diao Yimin;The Study of Artificial Neural Network for Hand-Written Numeral Recognition[J];Signal Processing;1995-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved