Depth-Sensor-Based Monitoring of Therapeutic Exercises
Mu-Chun Su1, Jhih-Jie Jhang2, Yi-Zeng Hsieh3,4
1Department of Computes Science and Information Engineering, National Central University, Taoyuan City 32001, Taiwan. muchun@csie.ncu.edu.tw.
Abstract:
In this paper, we propose a self-organizing feature map-based (SOM) monitoring system which is able to evaluate whether the physiotherapeutic exercise performed by a patient matches the corresponding assigned exercise. It allows patients to be able to perform their physiotherapeutic exercises on their own, but their progress during exercises can be monitored. The performance of the proposed the SOM-based monitoring system is tested on a database consisting of 12 different types of physiotherapeutic exercises. An average 98.8% correct rate was achieved.
