Method and apparatus for use of an universal color index (UCI): a color appearance system calibrated to reflectance spectra

• US 8,520,936 B2
• Filed: 05/01/2008
• Issued: 08/27/2013
• Est. Priority Date: 05/02/2007
• Status: Active Grant

• Current Assignee: Regents of the University of California (University of California)
• Original Assignee: Regents of the University of California (University of California)
• Inventors: Romney, A. Kimball
• Primary Examiner(s): Zarka, David
• Assistant Examiner(s): MOTSINGER, SEAN T
• Application Number:
  US12/113,924
• Publication Number:
  US 20080285844A1
• Time in Patent Office: 1,944 Days
• Field of Search: None
• US Class Current: 382/162
• CPC Class Codes: G01J 3/46 Measurement of colour; Colour measuring devices, e.g. colorimeters measuring colour temperature G01J5/60
• CPC Class Codes: G01J 3/462 Computing operations in or between colour spaces; Colour management systems
• CPC Class Codes: G01J 3/465 taking into account the colour perception of the eye; using tristimulus detection
• CPC Class Codes: G01J 3/52 using colour charts
• CPC Class Codes: G01J 3/524 Calibration of colorimeters

Abstract

A method for establishing a relationship between a physical structure of reflectance spectra as defined in a Euclidean color space and a perceptual space of color appearance defined in terms of human perception of colors is performed by obtaining a cube root spectrum of the physical reflectance spectrum in a selected spectral range, reconstructing the cube root of the physical reflectance spectrum by a weighted linear combination of three basis functions, the weights of the linear combination of the basis functions constituting the coordinates in a three-dimensional Euclidean color space with respect to which similarities and differences among reflectance spectra in metric terms and a color characterized in a perceptual space of color appearance can be analyzed, and making an analytic comparison between a physical system in the three-dimensional Euclidean color space and the perceptual system by means of a linear transformation therebetween.

Claims

1. A method for transforming a physically-based characterization of color defined in Euclidean space derived from reflectance spectra and a theoretically defined perceptual space of color appearance defined in Euclidean space in terms of equal perceptual spacing of human judgments of colors comprising:

obtaining a physical reflectance spectrum in a selected spectral range of a reflected color of an object;

generating a cube root reflectance spectrum of the physical reflectance spectrum;

reconstructing the cube root reflectance spectrum by a weighted linear combination of three basis functions, the weights of a linear combination of the basis functions constituting coordinates in a physical Euclidean color space with respect to which Euclidean color space similarities and differences between the physical reflectance spectra and a color characterized in the perceptual space of color appearance can be quantitatively analyzed; and

linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance by which transformation the target color can be quantitatively compared.

2. The method of claim 1 where linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance comprises linearly transforming the quantitative characterization of a target color from the physical Euclidean color space to the perceptual space of color appearance.

3. The method of claim 1 where linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance comprises linearly transforming the quantitative characterization of a target color from the perceptual space of color appearance to the physical Euclidean color space.

4. The method of claim 1 where generating the cube root spectrum of the reflectance spectrum in the selected spectral range comprises generating a cube root spectrum of the physical reflectance spectrum in a reduced spectral range smaller than an average actual human spectral range of vision.

5. The method of claim 4 where generating a cube root spectrum of the physical reflectance spectrum in the reduced spectral range comprises obtaining the cube root spectrum of the physical reflectance spectrum within a spectral range of approximately 400 nm to 700 nm.

6. The method of claim 1 where linearly transforming the quantitative characterization of a target color comprises linearly transforming the quantitative characterization of the target color between coordinates in a three-dimensional Euclidean color space and coordinates in a Munsell system.

7. The method of claim 6 where linearly transforming the quantitative characterization of the target color between coordinates in a three-dimensional Euclidean color space and coordinates in a Munsell system comprises transforming the Munsell coordinates into the physical reflectance spectra space coordinates by means of a linear transformation using

{circumflex over (p)}₁^m=−

2.8204+(−

1.3423*m₁)+(−

0.1484*m₂)+(0.2831*m₃)

{circumflex over (p)}₂^m=−

0.0065+(−

0.0256*m₁)+(0.4789*m₂)+(0.2688m₃)

{circumflex over (p)}₃^m=−

0.2028+(0.0395*m₁)+(−

0.1723*m₂)+(0.2809*m₃).

8. The method of claim 6 where linearly transforming the quantitative characterization of the target color between coordinates in a three-dimensional Euclidean color space and coordinates in a Munsell system comprises transforming the physical reflectance spectra space coordinates into the Munsell coordinates by means of a linear transformation using

m₁=−

1.9401+(−

0.7304*{circumflex over (p)}₁^m)+(0.0235*{circumflex over (p)}₂^m)+(0.7031*{circumflex over (p)}₃^m)

m₂=−

0.4825+(−

0.0719*{circumflex over (p)}₁^m)+(1.5681*{circumflex over (p)}₂^m)+(−

1.4040*{circumflex over (p)}₃^m)

m₃=0.6990+(0.0583*{circumflex over (p)}₁^m)+(0.9286*{circumflex over (p)}₂^m)+(2.5996*{circumflex over (p)}₃^m).

9. The method of claim 1 where linearly transforming the quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance comprises linearly transforming the quantitative characterization of a target color between coordinates in a three-dimensional Euclidean color space and coordinates in a Munsell or an OSA-UCS system.

10. The method of claim 1 further comprising reconstructing the cube root spectrum to generate a reconstructed spectrum of a superset of spectra comprised of all possible cube root reflectance spectra in a color atlas generated by linear combinations of the three basis functions.

11. The method of claim 10 further comprising reconstructing a cube root spectrum of a combination of two or more cube root spectra from the superset of spectra by convex combination.

12. The method of claim 1 further comprising precisely matching a target color for reproducing color work or determining mixtures of colors in printing and painting, which target color is characterized in the perceptual space of color appearance by performing the steps of obtaining a cube root spectrum of the physical reflectance spectrum in a selected spectral range of the target color, reconstructing the cube root of the physical reflectance spectrum by a weighted linear combination of three basis functions, and linearly transforming a quantitative characterization of a target color between a physical system in the three-dimensional Euclidean color space and the perceptual system.

13. An apparatus utilizing a physical structure of a spectrum as defined in the Euclidean color space and a perceptual space of color appearance defined in terms of human perception of colors comprising:

a spectrum analyzer to measure a reflectance spectrum from an object in a selected spectral range;

a processor coupled to the spectrum analyzer to process data to generate cube root spectrum of the reflectance spectrum in at least a portion of the selected spectral range, to reconstruct the cube root of the physical reflectance spectrum by a weighted linear combination of three basis functions, the weights of the linear combination of the basis functions constituting the coordinates in a three-dimensional Euclidean color space with respect to which similarities and differences among reflectance spectra in metric terms and a color characterized in a perceptual space of color appearance can be characterized, and linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance.

14. The apparatus of claim 13 where the analyzer measures the reflectance spectrum or the processor processes data in a reduced spectral range smaller than an average actual human spectral range of vision.

15. The apparatus of claim 14 where the reduced spectral range is within the spectral range of approximately 400 nm to 700 nm.

16. The apparatus of claim 13 where the processor makes an analytic comparison between coordinates in a three-dimensional Euclidean color space and coordinates in the Munsell system by means of a linear transformation therebetween.

17. The apparatus of claim 16 where the processor transforms Munsell coordinates into the physical reflectance spectra space coordinates by means of a linear transformation using

{circumflex over (p)}₁^m=−

2.8204+(−

1.3423*m₁)+(−

0.1484*m₂)+(0.2831*m₃)

{circumflex over (p)}₂^m=−

0.0065+(−

0.0256*m₁)+(0.4789*m₂)+(0.2688m₃)

{circumflex over (p)}₃^m=−

0.2028+(0.0395*m₁)+(−

0.1723*m₂)+(0.2809*m₃).

18. The apparatus of claim 16 where the processor transforms physical reflectance spectra space coordinates into the Munsell coordinates by means of a linear transformation using

m₁=−

1.9401+(−

0.7304*{circumflex over (p)}₁^m)+(0.0235*{circumflex over (p)}₂^m)+(0.7031*{circumflex over (p)}₃^m)

m₂=−

0.4825+(−

0.0719*{circumflex over (p)}₁^m)+(1.5681*{circumflex over (p)}₂^m)+(−

1.4040*{circumflex over (p)}₃^m)

m₃=0.6990+(0.0583*{circumflex over (p)}₁^m)+(0.9286*{circumflex over (p)}₂^m)+(2.5996*{circumflex over (p)}₃^m).

19. The apparatus of claim 13 where the processor linearly transforms between coordinates in a three-dimensional Euclidean color space and coordinates in a Munsell or an OSA-UCS system.

20. The apparatus of claim 13 where the processor generates a reconstructed spectrum of a superset of spectra comprised of all possible cube root reflectance spectra in a color atlas generated by linear combinations of the three basis functions.

21. The apparatus of claim 20 where the processor reconstructs the cube root spectrum of a combination of two or more cube root spectra within the superset by convex combination.

22. The apparatus of claim 13 where the processor quantitatively matches the target color for reproducing color work or determining mixtures of colors in printing and painting, where the target color is characterized in the perceptual space of color appearance by performing the steps of generating a cube root reflectance spectrum of the physical reflectance spectrum, reconstructing the cube root reflectance spectrum by a weighted linear combination of three basis functions, the weights of a linear combination of the basis functions constituting coordinates in a physical Euclidean color space with respect to which Euclidean color space similarities and differences between the physical reflectance spectra and a color characterized in the perceptual space of color appearance can be quantitatively analyzed, and linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance by which transformation the target color can be quantitatively compared.

23. A non-transitory computer-readable storage medium with an executable program stored thereon, wherein the program instructs a microprocessor to perform the following steps:

obtaining a physical reflectance spectrum in a selected spectral range of a reflected color of an object;

generating a cube root reflectance spectrum of the physical reflectance spectrum;

reconstructing the cube root reflectance spectrum by a weighted linear combination of three basis functions, the weights of a linear combination of the basis functions constituting coordinates in a physical Euclidean color space with respect to which Euclidean color space similarities and differences between the physical reflectance spectra and a color characterized in the perceptual space of color appearance can be quantitatively analyzed; and

linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance by which transformation the target color can be quantitatively compared.

24. A non-transitory computer-readable storage medium with an executable program stored thereon, wherein the program instructs a microprocessor to process data to generate a cube root spectrum of a reflectance spectrum in at least a portion of a selected spectral range, to reconstruct the cube root of the physical reflectance spectrum by a weighted linear combination of three basis functions, the weights of the linear combination of the basis functions constituting the coordinates in a three-dimensional Euclidean color space with respect to which similarities and differences among reflectance spectra in metric terms and a color characterized in a perceptual space of color appearance can be characterized, and linearly transforming a quantitative characterization of a target color between the physical Euclidean color space and the perceptual space of color appearance.