Institutional Repository of Coll Comp & Commun
Hand gesture target model updating and result forecasting algorithm based on mean shift | |
Zou, Xiao; Wang, Heng; Zhang, Qiuyu![]() | |
2013 | |
发表期刊 | Journal of Multimedia
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ISSN | 17962048 |
卷号 | 8期号:1页码:1-7 |
摘要 | To propose a gesture model updating and results forecasting algorithm based on Mean Shift, and to solve the problem of target model changing and influenced tracking results in gesture target tracking process. Firstly, the background difference and skin color detection methods are used to detect and get gesture model, and the Mean Shift algorithm is used to track gesture and update the gesture model, and finally to use the Kalman algorithm to predict the gesture tracking results. The experimental results show that this algorithm reduces the influence of surrounding environment in gesture tracking process, and get better tracking result. © 2013 ACADEMY PUBLISHER. |
关键词 | Forecasting Target tracking Background differences Forecasting algorithm Gesture tracking Hand tracking Mean shift algorithm Model updating Skin-color detection Surrounding environment |
DOI | 10.4304/jmm.8.1.1-7 |
收录类别 | EI |
语种 | 英语 |
出版者 | Academy Publisher |
EI入藏号 | 20131016078051 |
EI主题词 | Gesture recognition |
EI分类号 | 716.2 Radar Systems and Equipment - 723 Computer Software, Data Handling and Applications - 921 Mathematics |
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 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/113147 |
专题 | 计算机与通信学院 |
作者单位 | School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Zou, Xiao,Wang, Heng,Zhang, Qiuyu. Hand gesture target model updating and result forecasting algorithm based on mean shift[J]. Journal of Multimedia,2013,8(1):1-7. |
APA | Zou, Xiao,Wang, Heng,&Zhang, Qiuyu.(2013).Hand gesture target model updating and result forecasting algorithm based on mean shift.Journal of Multimedia,8(1),1-7. |
MLA | Zou, Xiao,et al."Hand gesture target model updating and result forecasting algorithm based on mean shift".Journal of Multimedia 8.1(2013):1-7. |
条目包含的文件 | 条目无相关文件。 |
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