Color matching sample databases and systems and methods for the same
Systems and methods for a sample database are provided, where the sample database is for matching a target coating. In one embodiment, the system comprises a sample database stored on a storage device. The sample database includes a sample coating formula and a sample image feature with at least one sample coating formula linked to at least one sample image feature. At least one sample image feature includes a spatial micro-color analysis that includes a value determined by a sample pixel feature difference between at least two sample pixels.
1. A system for matching a target coating comprising:
a storage device for storing information, wherein a sample database is stored on the storage device, and wherein the sample database comprises a sample coating formula and a sample image feature wherein at least one sample coating formula is linked to at least one sample image feature, wherein each of the at least one sample coating formulas include a list of components and component quantities for a sample coating, and wherein the at least one sample image feature has been measured from the sample coating;
wherein the at least one sample image feature comprises a spatial micro-color analysis, wherein the spatial micro color analysis comprises a value determined by a sample pixel feature difference between at least two sample pixels of one sample image, wherein the spatial micro-color analysis comprises one or more of a sparkle area of a black and white version of the sample image, a sparkle intensity of the black and white version of the sample image, a sparkle grade of the black and white image of the sample image, a sparkle color determination of the sample image, a sparkle clustering of the sample image, a sparkle color differences determination within the sample image, and a wavelet coefficient determination of the sample image at the sample pixel level, wherein the sample image is an image of the sample coating, and wherein the sample image comprises a plurality of sample pixels.
2. The system of claim 1 wherein the sample coating formula comprises a sample base coat formula and a sample clear coat formula, and wherein the sample coating formula comprises a sample effect coat formula.
3. A system for matching a target coating comprising:
a storage device for storing information, wherein a sample database is stored on the storage device, and wherein the sample database comprises a sample coating formula and a sample image feature wherein at least one sample coating formula is linked to at least one sample image feature, wherein each of the at least one sample coating formulas include a list of components and component quantities for a sample coating, and wherein the at least one sample image feature has been measured from the sample coating;
wherein the at least one sample image feature comprises a spatial micro-color analysis, wherein the spatial micro color analysis comprises a value determined by a sample pixel feature difference between a least two sample pixels of one sample image, wherein the spatial micro-color analysis comprises one or more of an overall image color entropy of the sample image, an image entropy of one or more of the L*a*b* planes as a function of the 3 rd dimension of the sample image, and an image entropy of one or more RGB planes as a function of the 3 rd dimension of the sample image, wherein the sample image is an image of the sample coating, and wherein the sample image comprises a plurality of sample pixels.
4. The system of claim 1 wherein the sample coating formula comprises an effect additive, and wherein the effect additive is selected from a metallic flake effect additive, a pearlescent crystal effect additive, or a combination thereof.
5. The system of claim 1 wherein the sample coating is linked to at least two different sample image features that each comprise one or more spatial micro-color analysis.
6. The system of claim 1 wherein the spatial micro-color analysis further comprises one or more of:
an overall image color entropy of the sample image; an image entropy of one or more of the L*a*b* planes as a function of the 3 rd dimension of the sample image; and an image entropy of one or more RGB planes as a function of the 3 rd dimension of the sample image.
7. The system of claim 1 further comprising:
one or more data processors configured to execute instructions to:
receive a target image feature;
compare the target image feature to the at least one sample image features; and
determine a calculated match sample image that substantially satisfies one or more pre-specified matching criteria for the target image feature, wherein the at least one sample image feature is linked to the calculated match sample image in the sample database.
8. The system of claim 1 wherein the sample database comprises a plurality of different related match coating formulas that are configured to link with the same at least one sample image feature, wherein the plurality of related match coating formulas comprise a plurality of different grades of the sample coating.
9. The system of claim 1 wherein the sample database further comprises a calculated match sample image linked with the sample coating formula for displaying to a user.
10. The system of claim 9 further comprising:
one or more data processors configured to execute instructions to display the calculated match sample image on a display.