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基于Kinect角度测量的姿势识别算法
引用本文:战荫伟 于芝枝 蔡 俊. 基于Kinect角度测量的姿势识别算法[J]. 传感器与微系统, 2014, 0(7): 129-132
作者姓名:战荫伟 于芝枝 蔡 俊
作者单位:广东工业大学计算机学院;
基金项目:广东省教育部产学研合作专项资金资助项目(2012B091000067)
摘    要:人体姿势识别在医疗康复等领域中有着重要的作用。为了提高姿势识别的准确率,提出了一种利用Kinect测量角度的人体姿势识别方法。首先,利用Kinect获取人体关节点的空间坐标。然后,通过两点法计算角度的大小并定义人体姿势库。最后,与姿势库进行角度匹配实现姿势识别。实验结果表明:此方法能够实时准确地识别人体姿势,并且可以通过组建不同的姿势库来识别更多的姿势。

关 键 词:Kinect  姿势识别  角度测量  骨架跟踪

Posture recognition algorithm based on angle measurement with Kinect
ZHAN Yin-wei;YU Zhi-zhi;CAI Jun. Posture recognition algorithm based on angle measurement with Kinect[J]. Transducer and Microsystem Technology, 2014, 0(7): 129-132
Authors:ZHAN Yin-wei  YU Zhi-zhi  CAI Jun
Affiliation:ZHAN Yin-wei;YU Zhi-zhi;CAI Jun(School of Computer,Guangdong University of Technology)
Abstract:Posture recognition plays an important role in many applications,such as rehabilitation.To improve the accuracy of posture recognition,propose a new method for human posture recognition based on Kinect.Firstly,Kinect is used to obtain the world coordinates of joints.Then through two-point method to calculate angle and define human posture library.Finally,angle matching is carried out with posture library to realize gesture recognition.Experimental results show that this method can real-time accurately identify postures,and build different posture library to recognize more postures.
Keywords:Kinect  posture recognition  angle measurement  skeleton tracking
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