Institute of Computing Technology, Chinese Academy IR
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 | |
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. |
条目包含的文件 | 条目无相关文件。 |
个性服务 |
推荐该条目 |
保存到收藏夹 |
查看访问统计 |
导出为Endnote文件 |
谷歌学术 |
谷歌学术中相似的文章 |
[Wu, JQ]的文章 |
[Gao, W]的文章 |
百度学术 |
百度学术中相似的文章 |
[Wu, JQ]的文章 |
[Gao, W]的文章 |
必应学术 |
必应学术中相似的文章 |
[Wu, JQ]的文章 |
[Gao, W]的文章 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论