A comparison between Etymon- and word-based Chinese Sign Language recognition systems

	A comparison between Etymon- and word-based Chinese Sign Language recognition systems
	Wang, Chunli ; Chen, Xilin ; Gao, Wen
	2006
发表期刊	GESTURE IN HUMAN-COMPUTER INTERACTION AND SIMULATION
ISSN	0302-9743
卷号	3881 页码:84-87
摘要	Hitherto, one major challenge to sign language recognition is how to develop approaches that scale well with increasing vocabulary size. In large vocabulary speech recognition realm, it is effective to use phonemes instead of words as the basic units. This idea can be used in large vocabulary Sign Language recognition, too. In this paper, Etyma are defined to be the smallest unit in a sign language, that is, a unit that has some meaning and distinguishes one sign from the others. They can be seen as phonemes in Sign Language. Two approaches to large vocabulary Chinese Sign Language recognition are discussed in this paper. One uses etyma and the other uses whole signs as the basic units. Two CyberGloves and a Pohelmus 3-D tracker with three receivers positioned on the wrist of CyberGlove and the back are used as input device. Etymon- and word- based recognition systems are introduced, which are designed to recognize 2439 etyma and 5100 signs. And then the experimental results of these two systems are given and analyzed.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号	WOS:000237042600010
出版者	SPRINGER-VERLAG BERLIN
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10556
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, Chunli
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Dalian Univ Technol, Sch Elect & Informat Engn, Dept Comp Sci & Engn, Dalian 116023, Peoples R China
推荐引用方式 GB/T 7714	Wang, Chunli,Chen, Xilin,Gao, Wen. A comparison between Etymon- and word-based Chinese Sign Language recognition systems[J]. GESTURE IN HUMAN-COMPUTER INTERACTION AND SIMULATION,2006,3881:84-87.
APA	Wang, Chunli,Chen, Xilin,&Gao, Wen.(2006).A comparison between Etymon- and word-based Chinese Sign Language recognition systems.GESTURE IN HUMAN-COMPUTER INTERACTION AND SIMULATION,3881,84-87.
MLA	Wang, Chunli,et al."A comparison between Etymon- and word-based Chinese Sign Language recognition systems".GESTURE IN HUMAN-COMPUTER INTERACTION AND SIMULATION 3881(2006):84-87.