Static gesture quantization and DCT based sign language generation

	Static gesture quantization and DCT based sign language generation
	Zhang, CX ; Jiang, F ; Yao, HX ; Yao, GL ; Gao, W
	2005
发表期刊	AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS
ISSN	0302-9743
卷号	3784 页码:168-178
摘要	To collect data for sign language recognition is not a trivial task. The lack of training data has become a bottleneck in the research of singer independence and large vocabulary recognition. A novel sign language generation algorithm is introduced in this paper. The difference between signers is analyzed briefly and a criterion is introduced to distinguish the same gesture words of different signers. Basing on that criterion we propose a sign word generation method combining the static gesture quantization and Discrete Cosine Transform (DCT), which can generate the new signers' sign words according to the existed signers' sign words. The experimental result shows that not only the data generated are distinct with the training data, they are also demonstrated effective.
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, Theory & Methods
WOS记录号	WOS:000234342700022
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/2XEOYT63/9919
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, CX
作者单位	1.Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China 2.CAS, Inst Comp Technol, Beijing 100085, Peoples R China
推荐引用方式 GB/T 7714	Zhang, CX,Jiang, F,Yao, HX,et al. Static gesture quantization and DCT based sign language generation[J]. AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS,2005,3784:168-178.
APA	Zhang, CX,Jiang, F,Yao, HX,Yao, GL,&Gao, W.(2005).Static gesture quantization and DCT based sign language generation.AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS,3784,168-178.
MLA	Zhang, CX,et al."Static gesture quantization and DCT based sign language generation".AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION, PROCEEDINGS 3784(2005):168-178.