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	Dynamic Gesture Recognition using 3D Trajectory
	Wang, Qianqian; Xu, Yuan-Rong; Bai, Xiao; Xu, Dan; Chen, Yen-Lun; Wu, Xinyu
	2014
会议名称	ICIST 2014 - Proceedings of 2014 4th IEEE International Conference on Information Science and Technology
会议地点	中国
英文摘要	In this paper, we proposed an effective method which can recognize dynamic hand gesture by analyzing the information of motion trajectory captured by leap motion in three-dimension space. A simple gesture spotting is tried. And the orientation characteristics are quantified and coded as the feature after pre-processing the data. Then an improved discrete HMM algorithm is utilized to model and classify gestures. Experimental results on a self-built database of dynamic hand gestures (numbers 0-9) demonstrate the effectiveness of the proposed method.
收录类别	EI
语种	英语
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/5651]
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, Yuan-Rong,Bai, Xiao,et al. Dynamic Gesture Recognition using 3D Trajectory[C]. 见:ICIST 2014 - Proceedings of 2014 4th IEEE International Conference on Information Science and Technology. 中国.

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