Physical rehabilitation assistant based on Kinect

機構典藏 > Office of Physical Education > Journal Article > Item 987654321/83263

Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/83263

Title:	Physical rehabilitation assistant based on Kinect
Authors:	Liu, Tsun Te;Hsieh, Ching Tang;Chung, Ruei Chi;Wang, Yuan Sheng
Contributors:	淡江大學體育事務處
Keywords:	Kinect;rehabilitation;SVM
Date:	2013-01
Issue Date:	2013-03-15 19:21:18 (UTC+8)
Abstract:	In this paper, we present a physical rehabilitation assistant system based on skeleton detection with Kinect. The users do not have to install the detectors on the exercise equipment anymore. And then, they can just use the rehabilitation equipment with Kinect using the skeleton detection technique. In this study, we build a normalized three-dimensional Cartesian coordinates location of correct postures under OpenNI system. We find out 15 human skeleton joints with three dimensional coordinates and calculate the feature values, than we use support vector machine (SVM) as classifier to define the accuracy of posture. Finally, the system can judge the correct degree of user’s postures. Also, we can have the rehabilitation purpose.
Relation:	Applied Mechanics and Materials 284-287, p.1686-1690
DOI:	10.4028/www.scientific.net/AMM.284-287.1686
Appears in Collections:	[Graduate Institute & Department of Electrical Engineering] Journal Article [Office of Physical Education] Journal Article

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