Virtual Personal Trainer via the Kinect Sensor

Xin Jin1,2 ,*, Yuan Yao1 , Qiliang Jiang1 , Xingying Huang1 , Jianyi Zhang1 , Xiaokun Zhang1 , and Kejun Zhang

1Department of Computer Science and Technology

Beijing Electronic Science and Technology Institute, Beijing, 10700, China

2Information Technology Research Base of Civil Aviation Administration of China,

Civil Aviation University of China, Tianjin 300300, China

*Corresponding authors: {jinxin, zkj}@besti.edu.cn

Abstract

    Our daily life is more convenient than ever before because of the great progress of science and technology. However, the body building or fitness are always ignored in modern daily life. In this paper, we propose a Virtual Personal Trainer to provide real time visually action guide and action assessment during the fitness time of users via the Microsoft Kinect Sensor. The user actions are captured by Kinect and compared to standard actions so as to give a fitness score representing how well users perform actions in real time. Users can see the skeletons of his/her own action and standard action in the screen together with videos. An action correctness guide will be displayed to guide the user to correct his/her actions. Users correct his/her actions to match the standard action in our pre-collected fitness action library. Thus our system can provide interpretable feedback on how people can improve their action. The whole system gives a new definition of the family gym in the future with the power of human-machine interactive.

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Paper and Slides

pdf

Xin Jin1,2 ,*, Yuan Yao1 , Qiliang Jiang1 , Xingying Huang1 , Jianyi Zhang1 , Xiaokun Zhang1 , and Kejun Zhang.Virtual Personal Trainer using Kinect Sensor V1.0. No. BJ41005, 2015SRBJ0447, 26th, Aug. 2015.

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