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An integration approach to handwritten Chinese character recognition system
Hao, HW; Dai, RW
Source PublicationSCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES
1998-02-01
Volume41Issue:1Pages:101-105
SubtypeArticle
AbstractA network integration method suitable for Chinese character recognition which combines traditional statistical method and artificial neural network is proposed to deal with the problems in machine recognition of handwritten Chinese characters which have the properties of large vocabulary, complex structure, lots of similar characters and variations of character shape due to handwriting. Four different classifiers for handwritten Chinese character recognition are integrated by the proposed method. The experimental results show that the method has a fast learning speed as well as high accuracy and can greatly improve the system performance.
KeywordHandwritten Chinese Character Recognition Artificial Neural Network Integration Network Integration
WOS HeadingsScience & Technology ; Technology
Indexed BySCI
Language英语
WOS Research AreaEngineering ; Materials Science
WOS SubjectEngineering, Multidisciplinary ; Materials Science, Multidisciplinary
WOS IDWOS:000071615000015
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9767
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, AI Lab, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Hao, HW,Dai, RW. An integration approach to handwritten Chinese character recognition system[J]. SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES,1998,41(1):101-105.
APA Hao, HW,&Dai, RW.(1998).An integration approach to handwritten Chinese character recognition system.SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES,41(1),101-105.
MLA Hao, HW,et al."An integration approach to handwritten Chinese character recognition system".SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES 41.1(1998):101-105.
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