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A hand model updating algorithm based on mean shift | |
Zou, Xiao; Wang, Heng; Duan, HongXiang![]() ![]() | |
2013 | |
会议名称 | 4th International Conference on Information Computing and Applications, ICICA 2013 |
会议录名称 | Communications in Computer and Information Science
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卷号 | 391 PART I |
页码 | 651-660 |
会议日期 | August 16, 2013 - August 18, 2013 |
会议地点 | Singapore |
出版者 | Springer Verlag |
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. © Springer-Verlag Berlin Heidelberg 2013. |
关键词 | Target tracking Background subtraction Forecasting algorithm Gesture tracking Hand tracking Mean shift algorithm Skin-color detection Surrounding environment Tracking effects |
DOI | 10.1007/978-3-642-53932-9_63 |
收录类别 | EI |
语种 | 英语 |
EI入藏号 | 20142417808956 |
EI主题词 | Gesture recognition |
ISSN | 18650929 |
来源库 | Compendex |
分类代码 | 716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics |
引用统计 | 无
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文献类型 | 会议论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/117546 |
专题 | 计算机与通信学院 |
作者单位 | School of Computer and Communication, Lanzhou University of Technology, 730050 Lanzhou, China |
第一作者单位 | 兰州理工大学 |
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]:Springer Verlag,2013:651-660. |
条目包含的文件 | 条目无相关文件。 |
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