A Marker-Less Two-Hand Gesture Recognition System using Kinect Depth Camera

被引：0
|
作者：
Wang, C. [1 ]
Shi, X. H. [1 ]
Liu, L. W. [2 ]
Chan, S. C. [2 ]
机构：
[1] Ningbo Univ, Fac Elect Engn & Comp Sci, Ningbo, Zhejiang, Peoples R China
[2] Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Hong Kong, Peoples R China
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC) | 2015年
关键词：
Kinect FEMD; Hand Gesture Recognition;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper presents a marker-less two-hand gesture recognition system based on Kinect. Using the depth and skeleton from Kinect, mark-less hand extraction is achieved. Finger Earth Mover's Distance (FEMD) is then applied as the measurement to recognize the gestures, with the help of a new morphological linger extraction method. A two-hand based user interface is designed and implemented to provide intuitive and robust human-computer interaction. The effectiveness of the proposed gesture recognition algorithm and UI system is illustrated by experimental results.
引用
收藏
页码：892 / 895
页数：4
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