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研究生: 黃奕倫
Yi-Lun Huang
論文名稱: 基於影像的非接觸式量測於血液透析患者的應用
An Image-Based Non-Contact Measurement for Hemodialysis Patients
指導教授: 林淵翔
Yuan-Hsiang Lin
口試委員: 許育瑞
Yu-Juei Hsu
吳晉賢
Chin-Hsien Wu
學位類別: 碩士
Master
系所名稱: 電資學院 - 電子工程系
Department of Electronic and Computer Engineering
論文出版年: 2022
畢業學年度: 110
語文別: 中文
論文頁數: 73
中文關鍵詞: 血液透析rPPG非接觸式心率量測膚色偵測動作偵測
外文關鍵詞: hemodialysis, rPPG, non-contact pulse rate measurement, skin color monitoring, motion detection
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摘要 I Abstract II 致謝 III 目錄 IV 圖目錄 VI 表目錄 VIII 第一章、 緒論 1 1.1 動機與目的 1 1.2 文獻探討 2 1.3 相關論文比較 3 1.4 論文架構 4 第二章、 研究背景 5 2.1 血液透析患者治療情況 5 2.2 膚色偵測 5 2.3 物件追蹤 6 2.4 膚色分析 8 2.5 心率量測 9 2.5.1 非接觸式心率訊號量測技術 9 2.5.2 色度演算法 10 2.5.3 非接觸式心率訊號量測技術應用於血液透析患者的挑戰 12 2.5.4 遠距離PPG訊號相關應用 12 第三章、 研究方法 13 3.1 系統介紹 13 3.1.1 硬體規格 13 3.1.2 系統架構 14 3.2 皮膚物件偵測 15 3.2.1 膚色偵測 16 3.2.2 膚色物件偵測 17 3.2.3 判斷是否為皮膚物件 20 3.3 皮膚物件追蹤 22 3.4 膚色監控 24 3.5 動作偵測 25 3.6 心率量測 27 3.6.1 色度演算法 27 3.6.2 心率偵測演算法 28 3.6.3 移動平均 30 3.7 更新指標 34 3.7.1 患者自由活動干擾 34 3.7.2 治療背景顏色干擾 34 3.7.3 醫護人員治療介入 35 3.8 使用者介面 36 第四章、 實驗方法與結果分析 37 4.1 實驗環境 37 4.2 實驗流程 38 4.3 成果分析 38 4.3.1 膚色監控 39 4.3.2 動作偵測 46 4.3.3 心率量測 48 4.3.4 更新指標 52 第五章、 結論與未來展望 56 第六章、 參考文獻 57 附錄一 61

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