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研究生(外文):Chen-Hao Hung
論文名稱:關懷社區長者 - 結合動作辨識技術之運動輔助系統
論文名稱(外文):Elderly Community Care – Exercise Assistant System by Using Motion Recognition Technology
指導教授(外文):Sheng-Fang Huang
口試委員(外文):Chia-Hung HsiaoWen-Kai Tai
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Since 1993, people over 65 years old in Taiwan have already broken 7%, which means Taiwan now is facing a problem of ageing populations. The proportion of the elderly is estimated 14% in 2019. Therefore, many issues related to healthcare for the elderly are proposed. Many studies show that regular and moderate exercise every day can help elders maintain physical fitness and improve overall health. Although taking exercises has many advantages for elders, some of them may have low willingness to do due to limitation of physical conditions, or being lack of experts to assist them in their home or community. To solve this problem, this study develops an exercise assistant system by using motion recognition technology. The system can include the following two parts. The first one is called motion detection based support system, which uses Microsoft's Kinect camera to track users’ body and to extract their skeletal information. The system can monitor users’ movement effectively and identify whether their postures are correct. The second part, medical management platform, can assist medical staffs by providing management functions, including publishing health education information, and monitoring cases. We have cooperated with the department of Community Medicine, Hualien Tzu Chi hospital, applying this system on community healthcare courses and activities. We expect this system can encourage the elderly to cultivate to the habit of regular exercises. The outcome is evaluated by questionnaires in order to understand the degree of how a computer system can increase their motivation and interest.

Keywords: Aging populations, motion capture, physical activity, healthcare.

第一章 緒論 1
1.1 研究背景 1
1.2 研究動機 1
1.3 研究目的 3
第二章 文獻探討 5
2.1 深度攝影機於醫療保健領域中之研究 5
2.2 健康促進系統開發之相關研究 6
2.3 運動行為改變之相關研究 7
第三章 方法 8
3.1 醫護管理平台 9
3.2 教練常模訓練系統 11
3.3 社區運動輔助系統 11
3.3.1 系統流程 12
3.3.2 特徵提取 13
3.3.3 特徵轉換 14
3.3.4 動作常模 14
3.3.5 動作辨識 14
3.3.6 評分機制 17
3.4 實驗設計 18
3.4.1 實驗素材 19
3.4.2 問卷信度分析 20
3.4.3 正式實驗 21
第四章 結果與討論 22
4.1 實驗結果 22
4.1.1 長者之基本資料描述 22
4.1.2 問卷面向統計結果 23
4.1.3 討論 29
第五章 結論 31
參考文獻 33
附錄 35

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