Non-transitory computer-readable storage medium, information processing apparatus and method
US-2018197226-A1 · Jul 12, 2018 · US
US11568569B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11568569-B2 |
| Application number | US-201816481921-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 14, 2018 |
| Priority date | Feb 20, 2017 |
| Publication date | Jan 31, 2023 |
| Grant date | Jan 31, 2023 |
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In various embodiments, a method for determining a homogeneity of complexion is provided. The method may include provision of a digital image on which skin is portrayed and which is parameterized in a color space which is defined by a parameter set in which one of the parameters is a hue, identifying and/or defining at least one skin examination area in the transformed image, calculating a hue distribution in the at least one skin examination area, and determining at least one homogeneity value for the complexion based on the calculated hue distribution.
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The invention claimed is: 1. A method for determining a homogeneity of skin color, comprising the steps of: providing a digital image, on which skin is portrayed and which is parameterized in a color space which is defined by a parameter set in which one of the parameters is a hue; identifying and/or defining at least one skin examination area in the digital image; calculating a hue distribution in the at least one skin examination area; and determining at least one homogeneity value for the skin color based on the calculated hue distribution, wherein: the hue is defined by a color angle on a color circle, the determining of the at least one homogeneity value based on the determined hue distribution includes determining a circular variance, and the circular variance has a value that is always between 0 and 1. 2. The method according to claim 1 , wherein the providing of the digital image includes a transformation of an original digital image which has been parameterized in an original color space into the color space, wherein the original color space is different from the color space. 3. The method according to claim 1 , wherein the color space is a hue-saturation-brightness color space. 4. The method according to claim 1 , wherein the identifying and/or defining of the at least one skin examination area includes defining the at least one skin examination area by a user. 5. The method according to claim 4 , wherein the defining of the at least one skin examination area by the user includes defining a position and/or a shape and/or a size of the at least one skin examination area. 6. The method according to claim 1 , wherein the identifying and/or defining of the at least one skin examination area includes: determining a skin display area in which the skin is displayed; and defining at least a part of the skin display area as the at least one skin examination area. 7. The method according to claim 1 , wherein the at least one skin examination area includes a plurality of skin examination areas each having a central point. 8. The method according to claim 7 , wherein the plurality of skin examination areas differ from each other in respect of a position of the central points of the plurality of skin examination areas. 9. The method according to claim 8 , further comprising the step of: correlating the determined homogeneity value with the positions of the central points of the plurality of skin examination areas. 10. The method according to claim 1 , further comprising the step of: displaying a result of the determining of the homogeneity of skin color. 11. The method according to claim 10 , wherein the displaying of the result includes displaying the digital image, wherein the skin is displayed in a skin display area of the digital image with the hue, wherein the entire skin display area is displayed with a uniform color saturation and a uniform brightness. 12. The method according to claim 1 , further comprising the step of: displaying an individual guide based on the at least one homogeneity value, the individual guide including one or more of: skin care product recommendations, individual skin cleansing instructions, and/or individual skin care instructions. 13. A device for determining a homogeneity of complexion, the device comprising: a display apparatus; and a data processing apparatus in operable communication with the display apparatus, the data processing apparatus including a processor that is configured to: receive a digital image, on which skin is portrayed and which is parameterized in a color space which is defined by a parameter set in which one of the parameters is a hue that is defined by a color angle on a color circle; identify and/or define at least one skin examination area in the digital image; calculate a hue distribution in the at least one skin examination area; and determine at least one homogeneity value for the skin color based on the calculated hue distribution by determining a circular variance, wherein the circular variance has a value that is always between 0 and 1. 14. The device of claim 13 , further comprising: a camera in operable communication with the processor, the camera configured to capture and supply the digital image to the processor.
Skin; Dermal · CPC title
Determination of colour characteristics · CPC title
Color image · CPC title
Biomedical image inspection · CPC title
adapted for particular medical purposes · CPC title
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