综述了当前基于Kinect手势跟踪的几种代表性方法:基于轮廓和特征匹配运动目标跟踪算法、均值漂移跟踪算法、连续自适应均值漂移跟踪算法、卡尔曼滤波跟踪算法以及粒子滤波跟踪算法,分析其特点及相互关系,详细探讨了各方法的优缺点。最后对手势跟踪发展趋势作出了展望。
The paper reviewed tile current representative algorithms of hand gesture tracking based on Kinect, namely moving larget tracking algorithm based on contour and feature matching, Mean Shift tracking algorithm, continuous adaptive Mean Shift tracking algorithm, Kalman filter tracking and particle filter tracking algorithm, and analyzed their characteristics. Then it discussed the advantages and disadvantages of these algorithms carefully. Finally, this paper prnposed the prnspect on the development trends of hand gesture tracking.