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  • 标题:A Kinect Rehabilitation Training System Based on Improved DTW-RANSAC Evaluation Model
  • 本地全文:下载
  • 作者:Xiaonan Shi ; Zitong Wang
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2017
  • 卷号:12
  • 期号:12
  • 页码:934-944
  • DOI:10.17706/jsw.12.12.934-944
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:In view of the application of Kinect equipment in medical rehabilitation, the training plan of Kinect rehabilitation training system based on DTW-RANSAC evaluation model is put forward. The patient's bones movement information is collected by the Kinect device and the result is sent to the server through the client. The data of the bone motion data is stored on the server side and compared with the standard template information according to the DTW-RANSAC evaluation model algorithm and the action evaluation results are sent to the physician client to assist the patient in giving the patient a further treatment plan. Experimental results show that the system can accept and recognize the action, to achieve customer rehabilitation training, communication between doctors and patients and other functions, reduce the pressure of rehabilitation training doctors, there is a certain innovative good practical.
  • 关键词:Kinect; rehabilitation training; DTW-RANSAC algorithm; skeletal motion information.
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