Parallel compact integration in handwritten Chinese character recognition

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	Parallel compact integration in handwritten Chinese character recognition
	Wang, CH; Xiao, BH; Dai, RW
刊名	SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES
	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
内容类型	期刊论文
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.