Automatic image-based recommendations using a color palette
US-2015379733-A1 · Dec 31, 2015 · US
US9898830B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9898830-B2 |
| Application number | US-201615053294-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 25, 2016 |
| Priority date | Mar 17, 2015 |
| Publication date | Feb 20, 2018 |
| Grant date | Feb 20, 2018 |
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An oil leakage detector of the present invention includes an image processing unit wherein the image processing unit calculates the values of saturation and intensity of each pixel in the color image of the object after an ultra-violet light is irradiated thereon, draws an intensity-saturation characteristic line of the saturation expressed in an X-axis and the intensity expressed in a Y-axis, sets an upper limit and a lower limit of intensity of each saturation as a threshold value based on an area without oil adhesion on the surface of the object, and determines, in the intensity-saturation characteristic line, an area corresponding to a pixel group where the intensity exceeds the threshold value of the upper limit and a pixel group where the intensity falls below the threshold value of the lower limit, to be an oil leakage adhered area.
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What is claimed is: 1. An oil leakage detector comprising: an ultra-violet light irradiated on an object to be measured; a color camera which photographs fluorescence from the object irradiated with the ultra-violet light; a control unit which controls operations of the ultra-violet light and the color camera; a recording unit which records an image of the object photographed by the color camera; an image processing unit which invokes the image recorded in the recording unit to determine an oil leakage; and a display unit which displays a result of determination by the image processing unit, wherein the image processing unit calculates the values of saturation and intensity of each pixel in the color image photographed by the color camera and draws an intensity-saturation characteristic line of the saturation expressed in an X-axis and the intensity expressed in a Y-axis, sets an upper limit and a lower limit of intensity of each saturation as a threshold value based on an area without oil adhesion on the surface of the object, and determines, in the intensity-saturation characteristic line, an area corresponding to a pixel group where the intensity exceeds the threshold value of the upper limit and a pixel group where the intensity falls below the threshold value of the lower limit, to be an oil leakage adhered area. 2. The oil leakage detector according to claim 1 , wherein means for determining the area corresponding to the pixel group to be the oil leakage adhered area in the image processing unit determines, based on the intensity-saturation characteristic line, an area corresponding to a pixel group exceeding the threshold value of the upper limit of intensity, to be an oil leakage adhered area where R (Red), G (Green), and B (Blue) of each pixel indicative of the surface of the object photographed by the color camera satisfies a condition of R 2 +G 2 −BR−BG>0, or determines, based on the intensity-saturation characteristic line, an area corresponding to a pixel group falling below the threshold value of the lower limit of intensity, to be an oil leakage adhered area where the R, G, and B of the area of the object satisfies a condition of R 2 +G 2 −BR−BG<0. 3. The oil leakage detector according to claim 1 , wherein the image processing unit draws the intensity-saturation characteristic line of the X-axis saturation and the Y-axis intensity by utilizing the area without oil adhesion on the surface of the object. 4. The oil leakage detector according to claim 1 , wherein the image processing unit draws the intensity-saturation characteristic line of the X-axis saturation and the Y-axis intensity by utilizing the values of saturation and intensity obtained when the ultra-violet light irradiates the area without oil adhesion on the surface of the object with light having different intensities. 5. The oil leakage detector according to claim 2 , wherein the image processing unit averages small values of intensity corresponding to each saturation where the R, G, and B of each pixel indicative of the surface of the object photographed by the color camera satisfies the condition of R 2 +G 2 −BR−BG>0, or averages large values of intensity corresponding to each saturation where the R, G, and B of each pixel indicative of the surface of the object photographed by the color camera satisfies the condition of R 2 +G 2 −BR−BG<0, and draws the intensity-saturation characteristic line of the X-axis saturation and the Y-axis intensity by using the average value of those. 6. The oil leakage detector according to claim 3 , wherein the setting of the area without oil adhesion on the surface of the object in the image processing unit comprises setting a plurality of areas away from each other or setting an area having an area of such a degree as to include the areas away from each other. 7. The oil leakage detector according to claim 2 , wherein the area corresponding to the pixel group determined to be the oil leakage adhered area in the color image of the object is marked. 8. An oil leakage detection method comprising the steps of, when an oil leakage adhered area of an object to be measured is detected by an oil leakage detector including an ultra-violet light irradiated on the object, a color camera which photographs fluorescence from the object irradiated with the ultra-violet light, a control unit which controls operations of the ultra-violet light and the color camera, a recording unit which records an image of the object photographed by the color camera, an image processing unit which invokes the image recorded in the recording unit to determine an oil leakage, and a display unit which displays a result of determination by the image processing unit: calculating by the image processing unit, the values of saturation and intensity of each pixel in the color image photographed by the color camera for photographing the fluorescence from the object irradiated with the ultra-violet light; drawing an intensity-saturation characteristic line of the saturation expressed in an X-axis and the intensity expressed in a Y-axis; setting an upper limit and a lower limit of intensity of each saturation as a threshold value based on an area without oil adhesion on the surface of the object; and determining, based on the intensity-saturation characteristic line, an area corresponding to a pixel group where the intensity exceeds the threshold value of the upper limit and a pixel group where the intensity falls below the threshold value of the lower limit, to be an oil leakage adhered area by the image processing unit. 9. The oil leakage detection method according to claim 8 , wherein the determination of the area corresponding to the pixel group to be the oil leakage adhered area by the image processing unit comprises determining, based on the intensity-saturation characteristic line, an area corresponding to a pixel group exceeding the threshold value of the upper limit of intensity, to be an oil leakage adhered area where R (Red), G (Green), and B (Blue) of each pixel indicative of the surface of the object photographed by the color camera satisfies a condition of R 2 +G 2 −BR−BG>0, or determining, based on the intensity-saturation characteristic line, an area corresponding to a pixel group falling below the threshold value of the lower limit of intensity, to be an oil leakage adhered area where the R, G, and B of the area of the object satisfies a condition of R 2 +G 2 −BR−BG<0. 10. The oil leakage detection method according to claim 8 , comprising the step of drawing the intensity-saturation characteristic line of the X-axis saturation and the Y-axis intensity using the area without oil adhesion to the object. 11. The oil leakage detection method according to claim 8 , comprising the step of drawing the intensity-saturation characteristic line of the X-axis saturation and the Y-axis intensity by utilizing the values of saturation and intensity obtained when the ultra-violet light irradiates the area without oil adhesion to the object with light having different intensities. 12. The oil leakage detection method according to claim 9 , comprising the steps of averaging small values of intensity corresponding to each saturation where the R, G, and B of each pixel indicative of the surface of the object photographed by the color camera satisfies the condition of R 2 +G 2 −BR−BG>0, or averaging large values of intensity corresponding to each saturation where the R, G, and B of each pixel indicative of the surface of the object photographed by the color camera satisfies the condition of R 2 +G 2 −BR−BG<0, and drawing the saturation-intensity characteristic line of the X-axis saturation and the Y-axis intensity by us
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