Depth-sensor-based monitoring of therapeutic exercises

NCUIR > College of Electrical Engineering & Computer Science > Department of Computer Science and information Engineering > journal & Dissertation > Item 987654321/106579

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/106579

Title:	Depth-sensor-based monitoring of therapeutic exercises
Authors:	蘇木春;Su, Mu-Chun;Jhang, Jhih-Jie;Hsieh, Yi-Zeng;Yeh, Shih-Ching;Lin, Shih-Chieh;Lee, Shu-Fang;Tseng, Kai-Ping
Contributors:	資訊電機學院資訊工程學系
Keywords:	Algorithms;Biosensing Techniques - instrumentation;Databases, Factual;Electronic mail systems;Exercise Therapy - instrumentation;Female;Humans;Male;Monitoring;Monitoring systems;Monitoring, Physiologic - instrumentation;Motion;Motion capture;motion trajectory;Neural networks;Parkinson Disease - rehabilitation;Patients;Pattern recognition;Pattern Recognition, Automated - methods;Physical therapists;Posture;Probability distribution;Sensors;SOM;spatial-temporal pattern recognition;therapeutic exercise;Voice recognition
Date:	2015-10-09
Issue Date:	2026-04-23 13:29:17 (UTC+8)
Publisher:	MDPI Multidisciplinary Digital Publishing Institute;Switzerland: MDPI AG
Abstract:	摘要： 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. 其他題名： Sensors (Basel) 出版者： Switzerland: MDPI AG 出版日期： 2015-10-09 出處： Sensors (Basel, Switzerland), 2015-10, Vol.15 (10), p.25628-25647 資源來源： ProQuest Publicly Available Content Database 版權： Copyright MDPI AG 2015 版權： 2015 by the authors; licensee MDPI, Basel, Switzerland. 2015 識別號： ISSN: 1424-8220 識別號： EISSN: 1424-8220 識別號： DOI: 10.3390/s151025628 識別號： PMID: 26473857
Appears in Collections:	[Department of Computer Science and information Engineering] journal & Dissertation

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