Effort analysis in signer-independent sign gestures

doi:10.1080/09528130701538208

	Effort analysis in signer-independent sign gestures
	Jiang, F.1; Gao, W.1; Yao, H.1; Zhao, D.1; Chen, X.2
	2008-06-01
发表期刊	JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE
ISSN	0952-813X
卷号	20 期号:2 页码:133-152
摘要	A dilemma, caused by data variation, exists in research into signer-independent sign language recognition. An effective way to solve this dilemma, and thereby help push the research forward, is to understand sign language from the perspectives of human kinesics and linguistics. This paper, based on the principles of movement observation science, specifically Laban Movement Analysis (LMA), presents a summary of the factors causing sign language data variation, proposes the definition of, and a method for describing, sign language effort elements, and then provides a strategy for standardizing signer-independent sign language data. The standardized data are to be used for training and recognition. The method presented in this paper has been assessed under different experimental conditions, and the results show that the recognition accuracy is greatly increased.
关键词	sign gesture sign recognition effort analysis signer-independent data variance
DOI	10.1080/09528130701538208
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000256972000004
出版者	TAYLOR & FRANCIS LTD
引用统计	被引频次：1[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/2XEOYT63/11275
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Jiang, F.
作者单位	1.Harbin Inst Technol, Sch Comp Sci, Harbin 150006, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Jiang, F.,Gao, W.,Yao, H.,et al. Effort analysis in signer-independent sign gestures[J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE,2008,20(2):133-152.
APA	Jiang, F.,Gao, W.,Yao, H.,Zhao, D.,&Chen, X..(2008).Effort analysis in signer-independent sign gestures.JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE,20(2),133-152.
MLA	Jiang, F.,et al."Effort analysis in signer-independent sign gestures".JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE 20.2(2008):133-152.