TWI489306B - Health status assessment methods and the use of the method of health assessment system - Google Patents
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- 230000036541 health Effects 0.000 title claims description 36
- 238000000034 method Methods 0.000 title claims description 23
- 230000003862 health status Effects 0.000 title description 8
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- 230000001815 facial effect Effects 0.000 claims description 15
- 238000001514 detection method Methods 0.000 claims description 13
- 238000011156 evaluation Methods 0.000 claims description 10
- 238000012937 correction Methods 0.000 claims description 9
- 238000003745 diagnosis Methods 0.000 claims description 8
- 230000002159 abnormal effect Effects 0.000 claims description 7
- 210000002429 large intestine Anatomy 0.000 claims description 5
- 238000005070 sampling Methods 0.000 claims description 5
- 238000004364 calculation method Methods 0.000 claims description 4
- 230000007613 environmental effect Effects 0.000 claims description 3
- 210000000813 small intestine Anatomy 0.000 claims description 3
- 210000004291 uterus Anatomy 0.000 claims description 3
- 210000004185 liver Anatomy 0.000 claims description 2
- 210000000952 spleen Anatomy 0.000 claims description 2
- 210000002784 stomach Anatomy 0.000 claims description 2
- 230000000694 effects Effects 0.000 description 6
- 238000007726 management method Methods 0.000 description 6
- 238000013500 data storage Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 5
- 238000001228 spectrum Methods 0.000 description 5
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- 238000005259 measurement Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 2
- 230000003203 everyday effect Effects 0.000 description 2
- 210000000887 face Anatomy 0.000 description 2
- 210000000554 iris Anatomy 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 230000005856 abnormality Effects 0.000 description 1
- 230000032683 aging Effects 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
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本發明係與居家健康評估技術有關,更詳而言之是指一種利用臉部色澤變化以判斷身體健康狀態之健康狀態評估方法及運用該方法之健康狀態評估系統者。The present invention relates to home health assessment technology, and more particularly to a health state assessment method that utilizes facial color change to determine a state of health and a health status assessment system using the method.
按,由於新生兒出生率逐年降低、醫療技術與環境品質日益提升,使得人們壽命逐漸延長,亦導致台灣目前正逐漸邁入老年化之社會,為了有效管理、評估身體健康狀態,居家健康照護之技術正蓬勃地發展中,目前相關之專利不少,此處不一一贅述,大體上主要係利用血壓計、心跳計等裝置偵測人體之一般健康資訊,再透過電腦設備紀錄或網路傳輸至遠端之醫療院所等管控中心,獲致健康管理、照護之效果。According to the fact that the birth rate of newborns is decreasing year by year, and the medical technology and environmental quality are increasing day by day, people's life expectancy is gradually prolonged. This has led to Taiwan's gradual progress into an aging society. In order to effectively manage and assess the health status of the family, the technology of home health care It is developing vigorously. At present, there are quite a few related patents. I will not repeat them here. In general, we mainly use sphygmomanometers and heart rate monitors to detect general health information of the human body, and then transmit them to the computer equipment records or network. The management center of the medical institution at the remote end has achieved the effect of health management and care.
其次,中醫有所謂「看病必察色,察色必觀面」之理論,即看病前先進行「望診」之診斷方式,通常是先觀察臉部不同部位之顏色變化,由中醫師依據個人專業經驗判斷身體內對應之器官是否有問題,例如,鼻根係對應心區、臉頰係對應大腸區、臉頰近眼睛部位係對應小腸區,人中係對應膀胱、子宮區,若臉頰之顏色有異甚或變色,即代表大腸可能出現問題,需進一步對大腸做疾病之診斷。Secondly, Chinese medicine has the theory that "the disease must be observed, and the color must be observed." That is, the diagnosis method of "seeing diagnosis" is performed before the medical examination. Usually, the color change of different parts of the face is observed first, and the individual is based on the individual. Professional experience to determine whether the corresponding organs in the body have problems, for example, the nasal roots correspond to the heart area, the cheeks correspond to the large intestine area, the cheeks near the eyes correspond to the small intestine area, and the human middle corresponds to the bladder and uterus, if the color of the cheeks is Different or more discolored, that is, there may be problems in the large intestine, and further diagnosis of the disease in the large intestine is needed.
換言之,若平日居家時可透過中醫之望診方式隨時檢視個人之健康狀態,即可在疾病尚未發生或病況不嚴重前提早就醫,對於疾病之醫治有甚大之助益。不過,望診之準確程度會受到中醫師個人之專業經驗影響,評估標準較不客觀,更遑論無法敏感地觀察與記憶每天臉色變化之一般人。In other words, if you can check the health status of your individual at any time through the traditional Chinese medicine, you can get medical treatment before the disease has not occurred or the condition is not serious. It is of great help to the treatment of the disease. However, the accuracy of the diagnosis will be affected by the professional experience of the Chinese medicine practitioners. The evaluation criteria are less objective, let alone the average person who cannot sensitively observe and remember the changes in the face every day.
因此,若可將中醫望診之理論運用至居家健康照護之相關技術,將可具備甚佳之健康照護功效,惟目前為止並無此等技術,而如中華民國發明第592663號「以辨識虹膜進行門禁及差勤管制及健康諮詢管理之方法及裝置」專利所示,其乃利用擷取眼睛虹膜影像之方式,配合中醫理論之五輪學說程式進行人體健康之檢測,其不如直接觀察臉部不同部位之色澤變化來判斷特定器官之機能狀態來得客觀與廣泛。Therefore, if the theory of traditional Chinese medicine can be applied to the related technologies of home health care, it will have a very good health care effect, but there is no such technology so far, and such as the Republic of China Invention No. 592663 "to identify irises The patents and devices for access control and health control and health consultation management are shown in the patent. They use the method of capturing the iris image of the eye and the five-wheeled theory of Chinese medicine theory to test the human health. It is better to directly observe different parts of the face. The color change changes to judge the function state of a specific organ to be objective and extensive.
本發明之主要目的即在提供一種健康狀態評估方法及運用該方法之健康狀態評估系統,其依據中醫望診理論,藉由擷取不同時期臉部各區域之影像色彩值與健康時臉部各區域影像之色差值變化,評估身體器官機能是否出現異常,可客觀地獲致中醫望診之功能,提醒需就醫進行診斷與提供就醫之參考,具備簡易健康管理、照護之效果者。The main object of the present invention is to provide a health state assessment method and a health state assessment system using the same according to the theory of traditional Chinese medicine, by capturing image color values of various regions of the face at different times and healthy faces. The color difference of the regional image changes to assess whether the body organ function is abnormal. It can objectively obtain the function of Chinese medicine, remind the doctor to diagnose and provide medical reference, and have the effect of simple health management and care.
緣是,為達成前述之目的,本發明係提供一種健 康狀態評估方法,其步驟至少包含有建立色彩參考值:擷取臉部影像並建立健康時臉部影像之色彩參考值;取樣:於不同時期擷取臉部影像之多數色彩檢測值;計算差異:計算各該色彩檢測值與色彩參考值之色差值;評估:藉由各該色差值之變化判斷身體特定器官機能是否異常。The reason is that, in order to achieve the aforementioned purpose, the present invention provides a health The Kang state evaluation method includes at least the establishment of a color reference value: capturing a facial image and establishing a color reference value of the facial image when healthy; sampling: capturing most color detection values of the facial image at different times; calculating the difference : calculating a color difference value between each color detection value and a color reference value; evaluating: determining whether the specific organ function of the body is abnormal by the change of each color difference value.
進一步地,更包含有一色彩校正之步驟,用以排除攝影裝置所造成之色彩誤差。Further, a step of color correction is further included to eliminate color errors caused by the photographing device.
進一步地,係將臉部區分為若干區域,再建立健康時臉部各區域影像之色彩參考值。Further, the face is divided into a plurality of regions, and then the color reference values of the images of the regions of the face at the time of health are established.
進一步地,擷取之臉部影像係RGB色彩模式,需轉換為設備獨立色彩空間模式,如CIE L*a*b*(CIELAB)色彩模式。Further, the captured facial image is an RGB color mode that needs to be converted to a device independent color space mode, such as the CIE L*a*b* (CIELAB) color mode.
進一步地,係求取各該色彩檢測值與色彩參考值之色差值。Further, the color difference value between each of the color detection value and the color reference value is obtained.
進一步地,可定義一區域臨界值,當各該色差值大於區域臨界值時代表對應之器官機能出現問題。Further, a region threshold value may be defined, and when each of the color difference values is greater than the region threshold value, a problem occurs in the corresponding organ function.
進一步地,評估之步驟中,可定義一整體臨界值,當臉部各區域之色差值總和大於整體臨界值時代表身體健康出現問題。Further, in the step of evaluating, an overall threshold value may be defined, and when the sum of the color difference values of the various regions of the face is greater than the overall critical value, it represents a problem of physical health.
進一步地,建立色彩參考值與取樣之步驟中,擷取臉部影像係於具標準光源之環境中進行拍攝。Further, in the step of establishing a color reference value and sampling, the captured facial image is captured in an environment with a standard light source.
進一步地,擷取臉部影像係於具D65光源之燈箱 內進行拍攝。Further, the facial image is captured in a light box with a D65 light source. Shoot inside.
此外,本發明更提供一種運用該方法之健康狀態評估系統,包含有一影像擷取設備,包含一影像擷取區域及置於影像擷取區域內之一影像擷取裝置;一控制單元,連接該影像擷取裝置,包含一資料儲存模組,用以儲存該影像擷取裝置拍攝之影像資料,一運算模組,連接該資料儲存模組,用以可計算影像資料之色差值。In addition, the present invention further provides a health state evaluation system using the method, comprising an image capturing device, comprising an image capturing area and an image capturing device disposed in the image capturing area; a control unit connecting the The image capture device includes a data storage module for storing image data captured by the image capture device, and an operation module connected to the data storage module for calculating a color difference value of the image data.
以下,茲舉本發明一較佳實施例,並配合圖式做進一步之詳細說明如後:首先,請參閱第一圖所示,本發明一較佳實施例之健康狀態評估方法100,係配合中醫望診理論(臉部之不同區域可反應體內不同器官之機能狀態),利用數位相機拍攝臉部之影像而透過臉部影像色彩之變化來判斷身體器官機能是否異常,其第一步驟係色彩校正110:係以色彩頻譜儀量測或色彩量測管理軟體排除數位相機所造成之色彩誤差。由於數位相機拍攝的影像色彩值與眼睛所觀察的真正色彩值會有偏差,為了使影像資料能真實呈現人的臉部色彩值,因此有必要先對數位相機作色彩校正程序。In the following, a preferred embodiment of the present invention will be described in detail with reference to the drawings. First, referring to the first embodiment, the health state evaluation method 100 of the preferred embodiment of the present invention is coordinated. The theory of traditional Chinese medicine (the different parts of the face can reflect the function state of different organs in the body), using the digital camera to capture the image of the face and the color of the face image to determine whether the body function is abnormal, the first step is color Correction 110: Color error caused by the color spectrum analyzer or color measurement management software to eliminate the digital camera. Since the color value of the image captured by the digital camera may deviate from the true color value observed by the eye, in order for the image data to accurately represent the color value of the human face, it is necessary to perform a color correction procedure on the digital camera.
色彩頻譜儀量測進行色彩校正之方式如下:以色彩頻譜儀PR650量測在某特定光源下(如D65, A光源)的標準色板,再以數位相機攝入此標準色板,然後將其彩色影像資料(RGB值)與色彩頻譜量測儀量測之三刺激值XYZ比較,找出數位相機RGB系統與三刺激值XYZ之關係3×3矩陣以轉換。Color spectrum metering for color correction is as follows: measuring with a color spectrum meter PR650 under a specific light source (such as D65, A standard swatch of A light source, then take the standard swatch with a digital camera, and then compare its color image data (RGB value) with the three stimuli value XYZ measured by the color spectrum meter to find the digital camera RGB system. A 3 × 3 matrix is converted with the tristimulus value XYZ to be converted.
而色彩量測管理軟體進行色彩校正之方式如下:主要係以色彩量測管理軟體作數位相機製作ICC(International Color Consortium)提倡的ICC描述檔(ICC profile)。此數位相機的ICC描述檔(ICC profile)可由對標準色板的攝影資料經色彩管理軟體製作而成,亦即,在經由電腦來處理色彩管理的架構下,將數位相機中不可欠缺的色彩特性資料預先保存於色彩描述檔(color profile)中,而在這種色彩管理系統中,會把數位相機的色彩特性描述檔,從輸入的資料空間變換到設備獨立色彩空間(像是CIEXYZ,CIELAB等色彩空間),如此可得與獨立於數位相機色彩空間RGB的CIELAB色彩空間。The color measurement management software performs color correction as follows: The color measurement management software is used as a digital camera to create an ICC profile (ICC profile) advocated by ICC (International Color Consortium). The ICC profile of this digital camera can be made from the color management software of the standard swatches, that is, the color characteristics of the digital camera under the framework of processing color management via a computer. The data is pre-stored in a color profile, and in this color management system, the color profile of the digital camera is transformed from the input data space to the device independent color space (like CIEXYZ, CIELAB, etc.) Color space), thus available in CIELAB color space independent of the digital camera color space RGB.
上述以色彩頻譜儀量測或色彩量測管理軟體進行數位相機色彩校正之方法皆屬習知技術,此處不予詳盡之說明。The above methods for performing color correction of a digital camera by a color spectrum meter or a color measurement management software are conventional techniques and will not be described in detail herein.
本發明之第二步驟係建立色彩參考值120:係於具標準光源之環境中,如具D65光源之燈箱,將臉部區分為數個區域,利用數位相機拍攝健康時臉部各區域之影像,再建立健康時臉部各區域影像之色彩參考 值。前揭數位相機拍攝之臉部影像係RGB色彩模式(三原色光模式),需轉換為CIE L*a*b*(CIELAB)色彩模式,L*代表明亮度(Lightness),a*代表紅綠度,b*代表黃藍度。RGB色彩模式轉換為CIE L*a*b*(CIELAB)色彩模式乃習知影像處理之技術,此處不予贅述其技術內涵與運算方式。前揭臉部可區分為鼻頭、鼻樑、鼻根、臉頰、臉頰近眼睛部位、臉頰近鼻子部位、人中及嘴唇與下巴之間等區域,鼻頭係對應中醫望診理論之脾區,鼻樑係對應肝區,鼻根係對應心區,臉頰係對應大腸區,臉頰近眼睛部位係對應小腸區,臉頰近鼻子部位係對應胃區,人中係對應膀胱、子宮區,嘴唇與下巴之間係對應精室區。The second step of the present invention establishes a color reference value 120: in an environment with a standard light source, such as a light box with a D65 light source, which divides the face into several regions, and uses a digital camera to capture images of various regions of the face when healthy. Then establish a color reference for the images of various regions of the face when healthy value. The facial image captured by the digital camera is RGB color mode (three primary color light mode), which needs to be converted to CIE L*a*b* (CIELAB) color mode, L* stands for Lightness, and a* stands for red and green. , b* stands for yellow and blue. Converting RGB color mode to CIE L*a*b* (CIELAB) color mode is a technique of conventional image processing. The technical connotation and operation method are not described here. The front face can be divided into the nose, the nose, the nose, the cheeks, the cheeks near the eyes, the cheeks near the nose, the person and the lips and the chin. The nose is the spleen area of the Chinese medicine theory. Corresponding to the liver area, the nasal roots correspond to the heart area, the cheeks correspond to the large intestine area, the cheeks near the eyes correspond to the small intestine area, the cheeks near the nose correspond to the stomach area, the human middle corresponds to the bladder, the uterus, and between the lips and the chin. Corresponding to the fine room area.
本發明之第三步驟係取樣130:係於不同時期(如每天)擷取臉部各區域之影像,獲得多數色彩檢測值。如前所述,亦須將RGB色彩模式之臉部影像轉換為CIE L*a*b*(CIELAB)色彩模式。The third step of the present invention is to sample 130: to capture images of various regions of the face at different times (such as daily) to obtain a majority of color detection values. As mentioned earlier, the face image of the RGB color mode must also be converted to the CIE L*a*b* (CIELAB) color mode.
本發明之第三步驟係計算差異140:係計算各該色彩檢測值與色彩參考值之色差值△E*ab(),其計算方式如下列方程式所述:
通常△E*ab≦3()時,人的眼睛很難分辨。Usually △E*ab≦3( When people's eyes are difficult to distinguish.
本發明之最後步驟係評估150:係先定義一區域臨 界值,例如△E*ab()=3,藉由各該色差值(△E*ab)()之變化判斷身體特定器官機能是否異常,亦即,當各該色差值大於區域臨界值時(如△E*ab=3),代表對應之器官機能出現問題。亦可定義一整體臨界值,當臉部各區域之色差值總和大於整體臨界值代表身體健康出現問題,若臉部各區域之色差值總和低於整體臨界值,則表示健康情形良好。The final step of the present invention is to evaluate 150: first define a region threshold, such as ΔE*ab ( ) = 3, by each color difference (ΔE*ab) ( The change determines whether the function of the specific organ of the body is abnormal, that is, when each color difference is greater than the regional threshold (such as ΔE*ab=3), it represents a problem with the corresponding organ function. It is also possible to define an overall critical value. When the sum of the color differences of the various regions of the face is greater than the overall critical value, it represents a problem of physical health. If the sum of the color differences of the various regions of the face is lower than the overall critical value, it indicates that the health condition is good.
藉此,本發明該健康狀態評估方法100之特色與功效如下:本發明配合中醫臉部顏色可反應器官機能變化之望診理論,以健康時擷取之臉部各區域影像為色彩參考值,然後可供在預定環境條件下(如具D65光源之燈箱),每天擷取臉部各區域影像以獲致不同之色彩檢測值,再將各該色彩檢測值與色彩參考值作比較,計算其色差值,若臉部某區域之色差值大於區域臨界值(如△E*ab=3),則表示此區域所對應到的器官可能產生機能之問題、需要注意,例如,若鼻根區域之色差值大於區域臨界值,表示心臟之機能可能產生問題,須盡快就醫診斷,如附件所示。Therefore, the features and effects of the health state assessment method 100 of the present invention are as follows: the present invention cooperates with the Chinese medicine facial color to reflect the change of organ function, and uses the image of each face of the face taken during health as a color reference value. Then, under predetermined environmental conditions (such as a light box with a D65 light source), the image of each area of the face is captured every day to obtain different color detection values, and then the color detection values are compared with the color reference values to calculate the color. Difference, if the color difference of a certain area of the face is greater than the regional critical value (such as △E*ab=3), it means that the organ corresponding to this area may have functional problems and needs attention, for example, if the nasal root area The difference in color is greater than the regional threshold, indicating that the function of the heart may cause problems and should be diagnosed as soon as possible, as shown in the attachment.
由於中醫望診甚為依賴醫師之專業經驗,且須配合實際之診斷以正確評估身體器官之機能,人們亦不可能記憶每天的臉部顏色以察覺身體器官之機能變化是否有異,而該健康狀態評估方法100可供比較每天擷 取之色彩檢測值與色彩參考值,藉以觀察色差值是否超過區域臨界值,以作為評估身體特定器官機能是否產生異常之標準,更可藉由觀察臉部各區域之色差值總和是否大於整體臨界值,以作為評估身體健康是否出現問題之標準,評估方式甚為客觀,自己可以天天觀察、事先預防,達到平時健康照護之效果。Since Chinese medicine practitioners rely heavily on the professional experience of physicians and must cooperate with actual diagnosis to properly assess the function of body organs, it is impossible for people to remember the facial color of each day to detect whether the changes in the function of body organs are different. Status assessment method 100 is available for comparison every day撷 The color detection value and the color reference value are taken to observe whether the color difference value exceeds the regional critical value as a criterion for evaluating whether the specific organ function of the body is abnormal, and whether the sum of the color difference values of each area of the face is greater than The overall critical value is used as a criterion for assessing whether there is a problem with physical health. The assessment method is very objective. You can observe and prevent it in advance to achieve the effect of normal health care.
由上可知,本發明更可提供一健康狀態評估系統10,如第二圖所示,係包含一影像擷取設備12、一控制單元14與一顯示設備16。該影像擷取設備12包含一影像擷取區域22及一影像擷取裝置24,該影像擷取區域22係具標準光源,如前述具D65光源之燈箱,該影像擷取裝置24係數位相機,置於該影像擷取區域22中,該控制單元14可為習知電腦系統,與該影像擷取裝置24連接而接收影像資料,包含一資料儲存模組26、一運算模組28與控制模組(圖中未示)等模組,該資料儲存模組26係用以儲存影像資料,該運算模組28可為電腦程式,可進行前述各該色彩檢測值與色彩參考值之色差值之運算,該顯示設備16係螢幕等顯示裝置,連接該控制單元14,用以可顯示各該色彩檢測值、色彩參考值與色差值等資料。As can be seen from the above, the present invention further provides a health assessment system 10, as shown in the second diagram, comprising an image capture device 12, a control unit 14, and a display device 16. The image capturing device 12 includes an image capturing area 22 and an image capturing device 24, the image capturing area 22 is equipped with a standard light source, such as the light box having the D65 light source, and the image capturing device 24 is a coefficient camera. The control unit 14 is a conventional computer system, and is connected to the image capturing device 24 to receive image data, including a data storage module 26, an operation module 28 and a control module. a module (not shown), the data storage module 26 is configured to store image data, and the computing module 28 can be a computer program for performing color difference between the color detection value and the color reference value. In the calculation, the display device 16 is a display device such as a screen, and is connected to the control unit 14 for displaying each of the color detection value, the color reference value, and the color difference value.
該健康狀態評估系統10更可透過網路連結中醫師之醫療資訊資料庫,藉以供中醫師進行望診之初期診斷與後續之醫療照護。The health status assessment system 10 can also connect to the medical information database of the Chinese medicine practitioner through the Internet for the initial diagnosis and subsequent medical care of the Chinese medicine practitioner.
綜上所述,本發明所提供之健康狀態評估方法與系統,其依據中醫望診理論,利用擷取不同時期臉部各區域影像之方式,將臉部各區域影像之色彩值與健康時臉部各區域影像之色彩值做比較與運算以獲得色差值,俾可藉由色差值之變化評估身體器官機能是否出現異常,可客觀地獲致中醫望診之功能,提醒需就醫進行診斷與提供就醫之參考,具備簡易健康管理、照護之效果;緣是,本發明確實符合發明專利之要件,爰依法提出申請。In summary, the method and system for assessing the state of health provided by the present invention, according to the theory of traditional Chinese medicine, utilizes the method of capturing images of various regions of the face in different periods, and the color values of the images of the faces of the face and the face of the healthy face. The color values of the images in each area are compared and calculated to obtain the color difference value. The abnormality of the body organ function can be evaluated by the change of the color difference value. The function of the traditional Chinese medicine can be objectively obtained, and the diagnosis and treatment are required. Provide reference for medical treatment, with the effect of simple health management and care; the reason is that the invention does meet the requirements of the invention patent and submits an application according to law.
100‧‧‧健康狀態評估方法100‧‧‧Health status assessment method
110‧‧‧色彩校正110‧‧‧Color correction
120‧‧‧建立色彩參考值120‧‧‧Create color reference values
130‧‧‧取樣130‧‧‧Sampling
140‧‧‧計算差異140‧‧‧Computational differences
150‧‧‧評估150‧‧‧Evaluation
10‧‧‧健康狀態評估系統10‧‧‧Health Status Assessment System
12‧‧‧影像擷取設備12‧‧‧Image capture equipment
14‧‧‧控制單元14‧‧‧Control unit
16‧‧‧顯示設備16‧‧‧Display equipment
22‧‧‧影像擷取區域22‧‧‧Image capture area
24‧‧‧影像擷取裝置24‧‧‧Image capture device
26‧‧‧資料儲存模組26‧‧‧Data storage module
28‧‧‧運算模組28‧‧‧ Computing Module
第一圖係本發明一較佳實施例之流程圖。The first figure is a flow chart of a preferred embodiment of the present invention.
第二圖係本發明另一較佳實施例之系統圖。The second drawing is a system diagram of another preferred embodiment of the present invention.
100‧‧‧健康狀態評估方法100‧‧‧Health status assessment method
110‧‧‧色彩校正110‧‧‧Color correction
120‧‧‧建立色彩參考值120‧‧‧Create color reference values
130‧‧‧取樣130‧‧‧Sampling
140‧‧‧計算差異140‧‧‧Computational differences
150‧‧‧評估150‧‧‧Evaluation
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