Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern

CASIA OpenIR > 09年以前成果

	Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern
	Xia, Yong; Xiao, Bai-Hua; Wang, Chun-Heng; Li, Yao-Dong; Huang, DS; Li, K; Irwin, GW
发表期刊	INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION
	2006
卷号	345 页码:497-506
文章类型	Article
摘要	Segmentation based on character recognition is one of the most popular methods of segmenting mixed Chinese/English documents. However, the rejection to outliers is always the bottleneck of this method. A new method is provided to alleviate the problem in this paper. We will give language attribute of each segment as possible as we can and then merge or split segment according to the language attribute. First of all, we construct a mixed OCR engine for Chinese radical and English character and some English character-pairs. Furthermore, English negative samples are trained to improve the capability of rejection to outliers. Finally, language determination of segments based on the mixed OCR engine and complexity analysis of local pattern is conducted. Encouraging performance has been obtained according to the test results.
WOS标题词	Science & Technology ; Technology
关键词[WOS]	MULTILAYER PERCEPTRONS
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science ; Engineering
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000240385300051
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9235
专题	09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Xia, Yong,Xiao, Bai-Hua,Wang, Chun-Heng,et al. Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern[J]. INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION,2006,345:497-506.
APA	Xia, Yong.,Xiao, Bai-Hua.,Wang, Chun-Heng.,Li, Yao-Dong.,Huang, DS.,...&Irwin, GW.(2006).Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern.INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION,345,497-506.
MLA	Xia, Yong,et al."Segmentation of mixed Chinese/English documents based on Chinese radicals recognition and complexity analysis in local segment pattern".INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION 345(2006):497-506.