A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care

碩士 === 國立臺灣科技大學 === 電子工程系 === 107 === Pulse rate and breathing rate are considered important vital signs. Some studies have shown that a rest heart rate faster than 90 bpm (beats per minute) or abnormal heartbeat will easily lead to some heart disease. Sleep apnea, airway obstruction, or sudden infa...

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Main Authors: Kuan-Ting Chiang, 江冠廷
Other Authors: Yuan-Hsiang Lin
Format: Others
Language:zh-TW
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/8h3erk
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spelling ndltd-TW-107NTUS54271872019-10-24T05:20:29Z http://ndltd.ncl.edu.tw/handle/8h3erk A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care 基於攝影機之可用於健康照護的非接觸式生理與姿態監控系統 Kuan-Ting Chiang 江冠廷 碩士 國立臺灣科技大學 電子工程系 107 Pulse rate and breathing rate are considered important vital signs. Some studies have shown that a rest heart rate faster than 90 bpm (beats per minute) or abnormal heartbeat will easily lead to some heart disease. Sleep apnea, airway obstruction, or sudden infant death are closely related to breathing behavior. For the subject, multiple vital signs monitoring facilitates timely and effective treatment. Moreover, a wrong on bed position will easily cause damage to body organs or airway obstruction. In the past, most of the vital signs were measured through contact measuring equipment. These electrode patches or straps were prone to skin irritation or discomfort. On the contrary, the non-contact measuring equipment has high comfort and long-term monitoring, so it’s suitable for patients, infants or the elderly. However, most researches only discussed the vital signs monitoring under the condition of supine, rarely focuses on different on bed positions. Therefore, we try to construct vital signs and on bed position monitoring system based on a camera and an embedded platform which can suitable for different kinds of bed positions. Experiments perform the accuracy of the pulse signal, breathing signal, roll-over situation and on-bed position are 96.40%, 95.16%, 95.75% and 96.00% without covering quilt. In the case of covering with quilt are 97.19%, 93.30%, 91.25% and 83.13%. The experimental results convey that this thesis successfully construct a non contact vital signs and activity monitoring system that can be used for health care based on a camera and an embedded system, which can be able to measure vital signs with difference on bed position in the case of covering quilt and covering without quilt in a reality environment. Yuan-Hsiang Lin 林淵翔 2019 學位論文 ; thesis 99 zh-TW
collection NDLTD
language zh-TW
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description 碩士 === 國立臺灣科技大學 === 電子工程系 === 107 === Pulse rate and breathing rate are considered important vital signs. Some studies have shown that a rest heart rate faster than 90 bpm (beats per minute) or abnormal heartbeat will easily lead to some heart disease. Sleep apnea, airway obstruction, or sudden infant death are closely related to breathing behavior. For the subject, multiple vital signs monitoring facilitates timely and effective treatment. Moreover, a wrong on bed position will easily cause damage to body organs or airway obstruction. In the past, most of the vital signs were measured through contact measuring equipment. These electrode patches or straps were prone to skin irritation or discomfort. On the contrary, the non-contact measuring equipment has high comfort and long-term monitoring, so it’s suitable for patients, infants or the elderly. However, most researches only discussed the vital signs monitoring under the condition of supine, rarely focuses on different on bed positions. Therefore, we try to construct vital signs and on bed position monitoring system based on a camera and an embedded platform which can suitable for different kinds of bed positions. Experiments perform the accuracy of the pulse signal, breathing signal, roll-over situation and on-bed position are 96.40%, 95.16%, 95.75% and 96.00% without covering quilt. In the case of covering with quilt are 97.19%, 93.30%, 91.25% and 83.13%. The experimental results convey that this thesis successfully construct a non contact vital signs and activity monitoring system that can be used for health care based on a camera and an embedded system, which can be able to measure vital signs with difference on bed position in the case of covering quilt and covering without quilt in a reality environment.
author2 Yuan-Hsiang Lin
author_facet Yuan-Hsiang Lin
Kuan-Ting Chiang
江冠廷
author Kuan-Ting Chiang
江冠廷
spellingShingle Kuan-Ting Chiang
江冠廷
A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
author_sort Kuan-Ting Chiang
title A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
title_short A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
title_full A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
title_fullStr A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
title_full_unstemmed A Camera-Based Non-Contact Physiological and Position Monitoring System for Health Care
title_sort camera-based non-contact physiological and position monitoring system for health care
publishDate 2019
url http://ndltd.ncl.edu.tw/handle/8h3erk
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