Dynamic Hand Gesture Early Recognition based on Hidden Semi-Markov Models
文献类型：会议论文
| 作者 | Wang, Qianqian; Xu, Yuanrong; Chen, Yen-Lun; Wang, Yong; Wu, Xinyu |
| 出版日期 | 2014 |
| 会议名称 | 2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014 |
| 会议地点 | 印度尼西亚 |
| 英文摘要 | Real-time performance can be greatly improved, if the early recognition is implemented. In this paper, a dynamic hand gesture early recognition system is proposed. The system can recognize the gesture before it is completed. Our method is based on the Hidden Semi-Markov Models. Three-dimensional information of the gesture trajectory collected by leapmotion is the main data we used. Experiments on the dataset which we established demonstrate the effectiveness of our method. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/5654]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | 2014 |
| 推荐引用方式 GB/T 7714 | Wang, Qianqian,Xu, Yuanrong,Chen, Yen-Lun,et al. Dynamic Hand Gesture Early Recognition based on Hidden Semi-Markov Models[C]. 见:2014 IEEE International Conference on Robotics and Biomimetics, IEEE ROBIO 2014. 印度尼西亚. |
入库方式： OAI收割
来源：深圳先进技术研究院
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