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研究生:洪振豪
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:黃聖方黃聖方引用關係
指導教授(外文):Sheng-Fang Huang
口試委員:蕭嘉宏戴文凱
口試委員(外文):Chia-Hung HsiaoWen-Kai Tai
口試日期:2015-09-21
學位類別:碩士
校院名稱:慈濟大學
系所名稱:醫學資訊學系碩士班
學門:醫藥衛生學門
學類:醫學技術及檢驗學類
論文種類:學術論文
論文出版年:2015
畢業學年度:103
語文別:中文
論文頁數:41
中文關鍵詞:深度攝影機長者體感訓練系統
外文關鍵詞:Kinect
相關次數:
  • 被引用被引用:0
  • 點閱點閱:310
  • 評分評分:
  • 下載下載:35
  • 收藏至我的研究室書目清單書目收藏:0
台灣自西元1993年65歲以上人口突破7%後就已邁入高齡化社會,預估在西元2019年時老年人比例將達14%,因此許多老人健康保健的問題衍生而出。然而研究發現每天規律且適量的運動能幫助銀髮族有效維持體適能並改善整體的健康。雖然運動有許多優點,但由於長者們本身的體能有限,且在社區住家中沒有專業的醫護人員進行指導,因此導致長者對於從事規律運動的意願不高。在這項研究中我們將開發一套結合動作辨識技術的運動體適能系統,其中「體感運動輔助系統」結合Microsoft的Kinect鏡頭,進行動作的即時捕捉,並自動偵測使用者全身骨架資訊,讓使用者透過系統的監控有效保持運動姿勢的正確性,另外由遠端的醫護人員透過「醫護端管理平台」進行使用者管理與衛教資訊的發佈。本系統將與花蓮慈濟醫院社區醫學部進行合作,在社區開設規律性運動健康促進班級,計畫將結合本系統進行活動課程規劃,鼓勵年長者在社區進行體適能運動,也可以在社區中達到推廣的效用,最後將透過問卷評估本系統的改進空間,期望透過資訊與遠距科技的結合,為社區中的長者提供實用又有趣的運動模式,同時也給他們更好的關懷與照護。

關鍵詞:高齡化,動作擷取,運動健康
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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