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研究生: 鮮榮孝
Jung-Hsiao Hsien
論文名稱: 高演色性LED提升遠距皮膚科診察影像辨識研究
Study on Improving Image Recognition for Teledermatology Diagnosis with High Color Rendering LED
指導教授: 陳炤彰
Chao-Chang A. Chen
口試委員: 黃國政
Kuo-Cheng Huang
梁瑋耘
Wei-Yun Liang
黃忠偉
Allen Jong-Woei Whang
王孔政
Kung-Jeng Wang
陳炤彰
Chao-Chang A. Chen
學位類別: 碩士
Master
系所名稱: 工程學院 - 高階科技研發碩士學位學程
Executive Master of Research and Development
論文出版年: 2022
畢業學年度: 109
語文別: 中文
論文頁數: 104
中文關鍵詞: 遠距醫療遠距皮膚科發光二極體演色性
外文關鍵詞: Telemedicine, Teledermatology, LED, Color Rendering
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  • 在遠距醫療需求越來越強烈下,針對病患端所在之環境光源對所拍攝影像的色彩偏移有很大影響,尤其遠距皮膚科診察時更需要原始色彩影像,以便提供醫生足以辨識之皮膚病灶影像。本研究主要以標準光源 D50(色溫 5000K)為標準日光,另以兩只高演色性 LED (CRI≧80)色溫各為 4400K、5500K 實測與 D50 的色差值。實驗方法取數個顏色樣本在上述三種不同光源下,透過三種拍照設備產生不同的色彩感覺。評估方式以拍攝照片透過 Photoshop 檢視影像中數個顏色樣本的 RGB 顏色數值,經 RGB 顏色空間轉換成XYZ 顏色空間,再轉換成 Lab 顏色空間即可換算成大家熟知的△E??及△E00色差數值,其中△E00為最新 CIE 規範更符合人眼判別用以評量色調之色彩差別,作為 B2C 遠距皮膚科診察光源之建議。另傳送影像診察時,所拍攝影像中並無參考體辨識顏色是否正確,本研究實驗以診察時須出示的健保卡上全民健康保險標誌內小綠人為基準,醫師即可直覺透過小綠人色彩差異多寡,評量影像色彩品質是否符合其認知,建議患者重拍或調整光源,提升遠距皮膚科診斷正確率,建立良好醫病溝通基準。實驗結果顯示,色溫差異直接影響顏色色彩空間位置,各樣本顏色的反射能量不同其色差影響亦不同,當距離標準光源 D50 色溫5000K±500K 時,其顏色色差平均值約落於△E00=6~11,△E00≦13 可視為同一色調。本研究成果可作為 B2C 遠距皮膚科診察參考。


    With increasing demand for telemedicine, the ambient light source on patient side has a great impact on the color shift of captured image, especially in the case of teledermatology, the original color image is required to provide doctors enough information to identify skin lesions. In this study, the standard light source D50 (color temperature 5000K) is used as the standard sunlight, and two high color rendering LEDs (CRI≧80) are selected with color temperatures of 4400K and 5500K respectively. Experimental method is to take several color samples under above-mentioned three different light sources, and produces different color sensations through three kinds of photographing devices. The evaluation method is to take a photo and inspect the RGB color values of various color image samples through Photoshop. After converting the RGB color space into XYZ color space, and then converting again into the Lab color space, so image color space can be converted into well-known △E?? and △E00 color difference value for evaluation. The △E00 definition in the latest CIE standard is more consistent with human eye’s perception while judging the hue differences, it is recommended as a light source for B2C remote dermatology diagnosis. In addition, experiment is based on the little green men logo on health insurance card that must be presented at the time of diagnosis. Doctors can intuitively see through the little green men logo and judge whether the color quality of obtained image is with their perception, otherwise the patient is advised to retake or adjust the light source if necessary, to improve the accuracy of remote dermatology diagnosis and establish a good communication benchmark for doctors and patients. Experimental results show that the color temperature difference directly affects the color space position, and the reflected energy of each sample is also different. When the distance from the standard light source D50 color temperature is 5000K±500K, the color difference value is about △E00=6~11. Situation of △E00≦13 can be regarded as the same hue. Results of this study can be used as a reference for B2C teledermatology.

    摘 要 I Abstract II 誌 謝 III 目 錄 IV 圖目錄 VI 表目錄 X 第一章 緒論 1 1.1 研究背景與動機 1 1.2 研究目的 3 1.3 論文架構 3 第二章 文獻回顧 5 2.1 遠距醫療(Telemedicine) 5 2.1.1 遠距醫療相關文獻 5 2.1.2 台灣遠距醫療現況 11 2.2 遠距皮膚科(Teledermatology) 13 2.2.1 遠距皮膚科相關文獻 13 2.2.2 台灣遠距皮膚科現況 21 2.3 醫療用LED燈 22 2.3.1 醫療用LED燈相關文獻 22 2.3.2 LED燈原理及名詞解釋 26 2.4 專利檢索 29 2.5 文獻回顧總結 30 第三章 色彩原理與影像輸入出系統 32 3.1 色彩度量學 32 3.1.1 可見光與色彩 32 3.1.2 色彩物理量(色度圖及色座標及色差公式) 34 3.1.3 色彩空間轉換 36 3.1.4 色彩生理作用與色彩心理作用 40 3.2 影像輸入出系統 41 第四章 診察系統與實驗規劃 44 4.1 遠距診察系統 44 4.2 實驗量測儀器 46 4.3 實驗步驟規劃 48 4.3.1 評估遠距診察適合燈源 48 4.3.2 建構模擬使用情境設備 50 4.3.3 與D50標準光源比較 51 第五章 實驗結果與討論 54 5.1 燈源的光譜分析(實驗A) 54 5.1.1 測試燈源光譜數據 54 5.1.2 照度與距離關係 55 5.1.3 與電流及溫升關係 57 5.2使用情境的模擬(實驗B) 58 5.3與D50色彩分析比較(實驗C) 62 5.3.1 RGB、Lab顏色差異 62 5.3.2 色溫與色差值關係 69 5.4實驗結果討論 70 第六章 結論與建議 72 6.1 結論 72 6.2 建議 73 參考文獻 74 附 錄 80 附錄A 實驗量測設備規格 80 附錄B 市購F4及F5 LED規格 83 附錄C Arduino程式碼 84 附錄D 拍照設備規格及取樣RGB數值 87

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