Title :
A Kinect-based Tai Chi exercises evaluation system for physical rehabilitation
Author :
Jiann-Der Lee ; Chung-Hung Hsieh ; Ting-Yang Lin
Author_Institution :
Dept. of Electr. Eng., Chang-Gung Univ., Taoyuan, Taiwan
Abstract :
In this paper, we present a physical rehabilitation system which is based on Kinect sensor, to assist patients with movement disorders to perform “Tai Chi” exercises at home. By skeletal tracking of Kinect sensor, each movement of the patient is recognized and validated. Patient´s movements are compared to the prerecorded movements of coach, and further evaluated by using Fuzzy logic system. The experiment was carried out according to an ABAB sequence in which A represents the baseline and B represents intervention phases. Experimental results show that the participants significantly increased their motivation for physical rehabilitation, thus improving exercise performance during the intervention phases.
Keywords :
biomechanics; fuzzy logic; image sensors; patient rehabilitation; Kinect based Tai Chi exercise evaluation system; Kinect sensor; fuzzy logic system; movement disorders; physical rehabilitation; skeletal tracking; Fuzzy logic; Games; Joints; Parkinson´s disease; Standards; Torso;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6775961