Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Pattern Recognition and Artificial Intelligence》 1994-01
Add to Favorite Get Latest Update

RECOGNITION OF HANDWRITTEN NUMERALS BY A NEURAL NETWORK

Hong Qin He Zhenya (Radio Eng. Dept., Southeast Uni., Nanjing 210018)  
This article studies a new technique for recognition of handwritten numerals. We extract pattern features first and then train a neural network classifier to recognize handwritten numerals. The neural network used in our experiment is a three layer network with one Gaussian hidden layer, which can be self-configuring during the learning period. Experiments shows a good result with our method. The network can be applied to other applications.
【Fund】: 国家攀登计划认知科学(神经网络)重大关键项目的资助
【CateGory Index】: TP183
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 9 Hits
1 Yang Huamin; Jiang Huilin; Gong Yue; Liu Jiong; Li Ping(Changchun Institute of Optics and Fine Mechanics, Changchun, 130022);A METHOD OF INTEGRATING MULTIPLE HANDWRITTEN RECOGNITION SYSTEM BASED ON ANN[J];Acta Armamentarii;1998-04
2 Qiu Guangyi Li Lijuan (Deptment of Computer Science,Hunan University);On Feature Abstraction for Handwritten Chinese Characters[J];Computer Engineering & Science;1996-04
3 HUANG Zhan,JIANG Yu-ying,ZHANG Lei (Department of Computer Science,Jinan University,Guangzhou Guangdong 510632,China);Adaptive fuzzy classifier based on table-looking learning algorithm[J];Computer Applications;2005-04
4 Zhang DexiMa Shaoping*Zhu ShaowenJin Yijiang* Institute of Electronics and ComputerCentral China Normal UniversityWuhan 430079*Department of Computer Science and TechnologyTsinghua UniversityState Key Laboratory of Intelligent Technology and SystemBeiji;Handwritten Similar Chinese Characters Recognition Based onCombining Statistics with Neural Networks Method[J];JOURNAL OF CHINESE INFORMATION PROCESSING;1999-03
5 Institute of Image Processing & Pattern Recognition, Shanghai Jiaotong University, China;Recognition of Unconstrained Handwritten Numerals Based on Centroid Layer Feature[J];JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY;1998-09
6 Wu Chunxiang Liu Lin Wang Baoyuan (School of Information Engineering, WTUSM, 129 Luoyu Road, Wuhan, China, 430079);The Study of the Method to Determining the Number of Hidden Units of Three layer BP Neural Networks[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1999-02
7 ZHANG De xi (The Department of Computer Science, Xuchang Teachers College,Xuchang 461000, China);Handwritten chinese characters recognition based on combining fuzzy directional line element feature with artificial neural networks[J];JOURNAL OF XUCHANG TEACHERS' COLLEGE(SOCIAL SCIENCE EDITION);2000-02
8 MA Li, CI Lin-lin, ZHANG Yong-mei, MA Lan (Dept, of Computer Science and Engineering, Beijing Institute of Technology, Beijing 100081, China) (Dept. of Computer Science and Technology ,North China Institute of Technology, Taiyuan 030051 ,China) (Institute of Beijing Information and High-Technology, Beijing 100085, China) (Long March Aerospace Control Engineering Company, Beijing 100038,China);Offline Recognition Technology of Irregular Number[J];Mini-micro Systems;2003-05
9 Lin Xingchun1 Cao Jiacong1 Ma Suzhen2 (1College of Environmental Science and Engineering,Donghua University 201620,2Tongji University);Artificial Neural Network Research and its Application in HVAC Load Forecasting[J];Refrigeration & Air-Condition;2007-02
【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 Wang Nian Ren Bin Wang Bingquan (Department of Electrical Engineering & Information Science,Anhui University Hefei 230039) Li Jie (Institute of Electronic Science);Segmentation Method of Multi-level Automobile License Location[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-02
3 LI Bai chuan, SUN Jian hong & XIAO Li jun (Automobile College, Chang'an University, Xi'an 710064, China);FORMULATING STANDARDS FOR DETECTION OF SUITABILITY OF CHINESE PROFESSIONAL AUTOMOBILE DRIVERS[J];Journal of Safety and Environment;2001-03
4 JIA Shun_ping,LI Zhi_peng (School of Traffic and Transportation, Northern Jiaotong University, Beijing 100044,China);Driving Behavior and Fuzzy Logic Control Model in Car-Following Simulation[J];Journal of Northern Jiaotong University;2002-05
5 Ma Huimin Shen Yu Zheng Lian Wang Keyong (School of Mechano Electronics Engineering, Beijing Institute of Technology, Beijing100081);Image Recognition Neural Network Processing Systems[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-S1
6 LI Xiao ping 1,\ LIN Xue yan 2,\ QU Da cheng 1,\ REN Jiang xing 1 (1. Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China; 2. Dept. of Computer Science, Tsinghua University,Beijing100084, China);Reliability of an Automobile License Plate Identification System[J];Journal of Beijing Institute of Technology;2001-01
7 Bai Tingzhu (Departmetn of Optical Engineering, Beijing Institute of Technology, Beijing 10081);A Research on How to Improve the Recognition Rate of OCR[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1994-S1
8 Ouyang Kai,Zhou Rui, Liu Weifang (Dept ,of BME Capital University of Medical Saiences, Beijing 100054);The Biology-Based Theoretical Frame For the NeuralNetwork-Neuron Model[J];BEIJING BIOMEDICAL ENGINEERING;1997-02
9 Dong Lin Chen Xixian Tang Yuanyan Wu Shanpei (Department of Telecommunication Engineering, Beijing University of Posts and Telecommunications, Beijing 100088);A New Method for Handwriting Digital Recognition[J];JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS;1997-01
10 LIU Ren-yun, YU Fan-hua, YE xin(Chang chun Teachers College,Changchun 130032,China; College of Computer Science & Technology,Jilin University,Changchun 130025,China);The Wavelet Neural Network Based on the Gray Relevancy Analysis Theory and Its Application[J];Journal of Changchun Teachers College;2004-10
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Yang Huamin (Institute of Information Technology.Optics and Fine Mech.);Combinations of Neural Networks and its Application[J];JOURNAL OF CHANGCHUN INSTITUTE OF OPTICS AND FINE MECHANICS;1998-03
2 ZHOU Jian-ping,TAO Chun-hui,LU Wen-zheng,HE Yong-hua,GU Chunhua (Second Institute of Oceanography,SOA,Laboratory of Submarine Geosciences,SOA,Hangzhou 310012,China);Classification of simulant sonar signals base on BP network[J];Journal of Marine Sciences;2007-02
3 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
4 CAO Dan, YANG Chang-xing, ZHANG Wei (Central South University, College of Information Science and Engineering, Changsha 410000, China);Advance on Handwritten Digital Recognition[J];Computer Knowledge and Technology;2009-03
5 LIU Jianli,ZUO Baoqi(School of Material Engineering,Soochow University,Suzhou,Jiangsu 215021,China);Application of BP neural network on the identification of fabric defects[J];Journal of Textile Research;2008-09
6 WANG Jun, ZHANG Ming-zhu (College of Mechanical and Electronical Engineering, Henan University of Science and Technology, Luoyang 471003, China);Progress on Image Matching Algorithm[J];Journal of Atmospheric and Environmental Optics;2007-01
7 CHEN Wei,KONG Feng,TAO Jin(Department of Electronic Information and Control Engineering, Guangxi University of Technology,Liuzhou 545006,China);Application of Neural Network for the Network Detection[J];Journal of Guangxi University of Technology;2011-01
8 WU Wenqing (Guangdong Technical College of Water Resources and Electric Engineering,Guangzhou 510635,Guangdong);The Enterprise Finance Risk Evaluation Model Based on BP Neural Network[J];Computer & Telecommunication;2006-08
9 TANG Li,TANG Zhong-hua,JIN Jun-jie(Southwest University of Science and Technology,Mianyang 621010,Sichuan,China);Least Squares Support Vector Machine(LS-SVM) Applied in Predicting Air-conditioning Load[J];Building Energy Efficiency;2013-02
10 YUE Xiao-feng,JIAO Sheng-xi,HAN Li-qiang,LI Hong-zhou (School of Mechatronic Engineering,Changchun University of Technology,Changchun Jilin 130012,China);Survey of OCR and its applications in pattern recognition[J];Hebei Journal of Industrial Science and Technology;2006-05
China Proceedings of conference Full-text Database 1 Hits
1 Wang Xiaolan Liu Qiang Yin Zhongke Wang Jianying School of Info Sci.& Tech Southwest Jiaotong University,Chengdu,610031,China;Similar Handwritten Chinese Characters Recognition Based on Second Generation Bandelet[A];[C];2008
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved