Parallel compact integration in handwritten Chinese character recognition
文献类型：期刊论文
| 作者 | Wang, CH ; Xiao, BH; Dai, RW
|
| 刊名 | SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES
 |
| 出版日期 | 2004-02-01 |
| 卷号 | 47期号:1页码:89-96 |
| 关键词 | handwritten Chinese character recognition (HCCR) metasynthesis multi-layer perceptron (MLP) compact MLP network classifier supervised learning |
| 英文摘要 | In this paper, a new parallel compact integration scheme based on multi-layer perceptron (MLP) networks is proposed to solve handwritten Chinese character recognition (HCCR) problems. The idea of metasynthesis is applied to HCCR, and compact MLP network classifier is defined. Human intelligence and computer capabilities are combined together effectively through a procedure of two-step supervised learning. Compared with previous integration schemes, this scheme is characterized with parallel compact structure and better performance. It provides a promising way for applying MLP to large vocabulary classification. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | CLASSIFIERS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000188951100008 |
| 公开日期 | 2015-09-22 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/7968]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_影像分析与机器视觉团队 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, CH,Xiao, BH,Dai, RW. Parallel compact integration in handwritten Chinese character recognition[J]. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,2004,47(1):89-96. |
| APA | Wang, CH,Xiao, BH,&Dai, RW.(2004).Parallel compact integration in handwritten Chinese character recognition.SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES,47(1),89-96. |
| MLA | Wang, CH,et al."Parallel compact integration in handwritten Chinese character recognition".SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES 47.1(2004):89-96. |
入库方式： OAI收割
来源：自动化研究所
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