Knowledge Commons of Institute of Automation,CAS
Virtual mouse----inputting device by hand - Gesture tracking and recognition | |
Hu, CB; Liang, LH; Ma, SD; Lu, HQ; Tan, T; Shi, YC; Gao, W | |
发表期刊 | ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS |
2000 | |
卷号 | 1948页码:88-95 |
文章类型 | Article |
摘要 | In this paper, we develop a system to track and recognize hand motion in nearly real time. An important application of this system is to simulate mouse as a visual inputting device. Tracking approach is based on Condensation algorithm, and active shape model. Our contribution is combining multi-modal templates to increase the tracking performance. Weighting value is given to the sampling ratio of Condensation by applying the prior property of the templates. The recognition approach is based on HMM. Experiments show our system is very promising to work as an auxiliary inputting device. |
WOS标题词 | Science & Technology ; Technology |
收录类别 | ISTP ; 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:000174117200012 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9795 |
专题 | 09年以前成果 |
作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Hu, CB,Liang, LH,Ma, SD,et al. Virtual mouse----inputting device by hand - Gesture tracking and recognition[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:88-95. |
APA | Hu, CB.,Liang, LH.,Ma, SD.,Lu, HQ.,Tan, T.,...&Gao, W.(2000).Virtual mouse----inputting device by hand - Gesture tracking and recognition.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,88-95. |
MLA | Hu, CB,et al."Virtual mouse----inputting device by hand - Gesture tracking and recognition".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):88-95. |
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