Volume 12 Number 12 (Dec. 2017)
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JSW 2017 Vol.12(12): 934-944 ISSN: 1796-217X
doi: 10.17706/jsw.12.12.934-944

A Kinect Rehabilitation Training System Based on Improved DTW-RANSAC Evaluation Model

Xiaonan Shi1*, Zitong Wang2
1Xi'an University of Science and Technology, Shaanxi, China.
2Xi'an, Shaanxi Province, China Xi'an University of Science and Technology, China.

Abstract—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.

Index Terms—Kinect, rehabilitation training, DTW-RANSAC algorithm, skeletal motion information.


Cite: Xiaonan Shi, Zitong Wang, "A Kinect Rehabilitation Training System Based on Improved DTW-RANSAC Evaluation Model," Journal of Software vol. 12, no. 12, pp. 934-944, 2017.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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