Interaction System of Treadmill Games based on Depth Maps and CAM-Shift
Because of the non-contact and substantivity,recognition from images have become a hotspot in somatic technology.Especially,recognition with non-markers lets human body become remote controller without any accessories and attracts widespread attention.This paper chose CAM-Shift algorithm to track bare hands for its calculate speed and stability.This article introduced depth information to traditional CAM-Shift and developed and extended the algorithm in foreground segmentation,and auto-initialization.This paper mainly segmented depth map to get the mask off code of the foreground,and made use of the 3D information of the depth maps to initialize the searching window.Then,the paper built up Interaction System of Treadmill Games based on depth maps and CAM-Shift.The system realized the man-machine interaction with noncontact and no-markers by getting players depth maps and color images with a attachment of Xbox-Kinect from Microsoft,3D tracking the players bare hands and analyzing and recognizing the movements of the hands.Then the experiments testified this system satisfies the real time request,and the reaction is acute and correct.
CAM-Shift object tracking depth map Kinect
Hu Hai Li Bin Huang BenXiong Cui Yi
Department of Electronics and Information Engineering Huazhong University of science and technology Wuhan,China
国际会议
2011 International Conference on Computer and Network Engineering(ICCNE 2011)(2011年计算机与网络工程国际会议)
郑州
英文
215-218
2011-06-17（万方平台首次上网日期，不代表论文的发表时间）