A Hand Model Updating Algorithm Based on Mean Shift | |
Zou, Xiao; Wang, Heng; Duan, HongXiang; Zhang, QiuYu | |
2013 | |
关键词 | Mean Shift Algorithm Hand Tracking Gesture Model |
卷号 | 391 |
页码 | 651-660 |
英文摘要 | To solve the problem of target model changing and influenced tracking results in gesture target tracking process, this paper proposed a gesture model updating and results forecasting algorithm based on Mean Shift. The algorithm firstly uses the background subtraction and skin color detection methods to detect and obtain gesture modeling, and then uses the Mean Shift algorithm to track gesture and update the gesture model, finally uses the Kalman algorithm to predict the gesture tracking results. The experimental results show that this algorithm reduces influence of surrounding environment in gesture tracking process, tracking effect is good. |
会议录 | INFORMATION COMPUTING AND APPLICATIONS, ICICA 2013, PT I
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会议录出版者 | SPRINGER-VERLAG BERLIN |
会议录出版地 | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS记录号 | WOS:000349162600063 |
内容类型 | 会议论文 |
源URL | [http://119.78.100.223/handle/2XXMBERH/36904] ![]() |
专题 | 计算机与通信学院 |
通讯作者 | Zou, Xiao |
作者单位 | Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China |
推荐引用方式 GB/T 7714 | Zou, Xiao,Wang, Heng,Duan, HongXiang,et al. A Hand Model Updating Algorithm Based on Mean Shift[C]. 见:. |
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