A fast sign word recognition method for Chinese sign language

	A fast sign word recognition method for Chinese sign language
	Wu, JQ ; Gao, W
	2000
发表期刊	ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
ISSN	0302-9743
卷号	1948 页码:599-606
摘要	Sign language is the language used by the deaf, which is a comparatively steadier expressive system composed of signs corresponding to postures and motions assisted by facial expression. The objective of sign language recognition research is to "see" the language of deaf. The integration of sign language recognition and sign language synthesis jointly comprise a "human-computer sign language interpreter", which facilitates the interaction between deaf and their surroundings. Considering the speed and performance of the recognition system, Cyberglove is selected as gesture input device in our sign language recognition system, Semi-Continuous Dynamic Gaussian Mixture Model (SCDGMM) is used as recognition technique, and a search scheme based on relative entropy is proposed and is applied to SCDGMM-based sign word recognition. Comparing with SCDGMM recognizer without searching scheme, the recognition time of SCDGMM recognizer with searching scheme reduces almost 15 times.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS记录号	WOS:000174117200078
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13364
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wu, JQ
作者单位	1.Harbin Inst Technol, Comp Sci Dept, Beijing 150001, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Wu, JQ,Gao, W. A fast sign word recognition method for Chinese sign language[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:599-606.
APA	Wu, JQ,&Gao, W.(2000).A fast sign word recognition method for Chinese sign language.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,599-606.
MLA	Wu, JQ,et al."A fast sign word recognition method for Chinese sign language".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):599-606.