Toward a unified color space for perception-based image processing

IEEE Transactions on Image Processing

Volumn 21, Issue 3, 2012, Pages 1153-1168

  Lissner, Ingmar ^a   Urban, Philipp ^a  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Color space; hue linearity; perceptual uniformity

Indexed keywords

CIEDE2000; COLOR ATTRIBUTES; COLOR DIFFERENCE; COLOR LOOK-UP TABLES; COLOR SPACE; CROSS CONTAMINATION; HUE LINEARITY; HUMAN VISUAL SYSTEM; IMAGE PROCESSING - METHODS; IMAGE PROCESSING PROBLEMS; MATLAB CODE; MULTIGRID OPTIMIZATION; OPPONENT COLORS; PERCEPTUAL UNIFORMITY; STANDARD METHOD;

COLORIMETRY; CONTAMINATION; IMAGE PROCESSING; OPTIMIZATION;

COLOR;

EID: 84857348243     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2163522     Document Type: Article

References (53)

1. R. G. Kuehni, Color Space and Its Divisions, 1st ed. New York: Wiley, 2003.
2. P. G. J. Barten, Contrast Sensitivity of the Human Eye and Its Effects on Image Quality. Bellingham, WA: SPIE Press, 1999.
3. K. T. Mullen, "The contrast sensitivity of human colour vision to redgreen and blue-yellow chromatic gratings," J. Physiol., vol. 359, no. 1, pp. 381-400, Feb. 1985. (Pubitemid 15152944)
4. J. Morovič, Color Gamut Mapping. Hoboken, NJ: Wiley, 2008.
5. L. Lucchese and S. K. Mitra, "Colour image segmentation: A state-of-the-art survey," Proc. Indian Nat. Sci. Acad. A, vol. 67, no. 2, pp. 207-222, 2001.
6. L. Shafarenko, H. Petrou, and J. Kittler, "Histogram-based segmentation in a perceptually uniform color space," IEEE Trans. Image Process., vol. 7, no. 9, pp. 1354-1358, Sep. 1998. (Pubitemid 128752047)
7. G. M. Johnson and M. D. Fairchild, "The effect of opponent noise on image quality," in Proc. SPIE/IST Electron. Imag. Conf., San Jose, CA, 2005, vol. 5668, pp. 82-89. (Pubitemid 40949445)
8. K. Huang, Z. Wu, G. S. K. Fung, and F. H. Y. Chan, "Color image denoising with wavelet thresholding based on human visual system model," Signal Process., Image Commun., vol. 20, no. 2, pp. 115-127, Feb. 2005. (Pubitemid 40061321)
9. Y. Chen, R. S. Berns, and L.A. Taplin, "Extending printing color gamut by optimizing the spectral reflectance of inks," in Proc. IS&T/SID 12th Color Imag. Conf., Scottsdale, AZ, 2004, pp. 163-169. (Pubitemid 40191930)
10. P. Urban and R.-R. Grigat, "Metamer density estimated color correction," J. Signal, Image Vid. Process., vol. 3, no. 2, pp. 171-182, Jun. 2009.
11. Method for Calculation of Small Colour Differences, British Standards Institution, Tech. Rep., BS 6923, 1988.
12. Industrial Colour-Difference Evaluation Central Bur. CIE. Vienna, Austria, 1995, CIE Publication No. 116, Tech. Rep.
13. Improvement to Industrial Colour-Difference Evaluation, Central Bur. CIE. Vienna, Austria, 2001, CIE Publication No. 142, Tech. Rep.
14. E. Hering, Outlines of a Theory of the Light Sense. Cambridge, MA: Harvard Univ. Press, 1964.
15. F. Ebner and M. Fairchild, "Development and testing of a color space (IPT) with improved hue uniformity," in Proc. IS&T/SID 6th Color Imag. Conf., Scottsdale, AZ, 1998, pp. 8-13.
16. G. M. Johnson, X. Song, E. D. Montag, and M. D. Fairchild, "Derivation of a color space for image color difference measurement," Color Res. Appl., vol. 35, no. 6, pp. 387-400, Dec. 2010.
17. R. G. Kuehni, "Hue uniformity and the CIELAB space and color difference formula," Color Res. Appl., vol. 23, no. 5, pp. 314-322, Oct. 1998. (Pubitemid 128554337)
18. R. S. Berns, D. H. Alman, L. Reniff, G. D. Snyder, and M. R. Balonon-Rosen, "Visual determination of suprathreshold color-difference tolerances using probit analysis," Color Res. Appl., vol. 16, no. 5, pp. 297-316, Oct. 1991.
19. M. R. Luo and B. Rigg, "Chromaticity-discrimination ellipses for surface colours," Color Res. Appl., vol. 11, no. 1, pp. 25-42, Spring 1986.
20. X. Song, G. M. Johnson, and M. D. Fairchild, "Minimizing the perception of chromatic noise in digital images," in Proc. IS&T/SID 12th Color Imag. Conf., Scottsdale, AZ, 2004, pp. 340-346. (Pubitemid 40191959)
21. S. Y. Zhu, M. R. Luo, and G. H. Cui, "New uniform color spaces," in Proc. IS&T/SID 10th Color Imag. Conf., Scottsdale, AZ, 2002, pp. 61-65.
22. M. D. Fairchild, Color Appearance Models, 2nd ed. Reading, MA: Wiley, 2006.
23. A Colour Appearance Model for Colour Management Systems: CIECAM02, Central Bur. CIE. Vienna, Austria, 2004, CIE Publication No. 159, Tech. Rep.
24. N. Moroney, M. D. Fairchild, R. W. Hunt, C. Li, M. R. Luo, and T. Newman, "The CIECAM02 color appearance model," in Proc. IS&T/SID 10th Color Imag. Conf., Scottsdale, AZ, 2002, pp. 23-27.
25. J. H. Xin, H. L. Shen, and C. C. Lam, "Investigation of texture effect on visual colour difference evaluation," Color Res. Appl., vol. 30, no. 5, pp. 341-347, Oct. 2005. (Pubitemid 41488567)
26. X. Zhang and B. A.Wandell, "A spatial extension of CIELAB for digital color image reproduction," in Proc. Soc. Inf. Disp. Symp. Tech. Dig., 1996, vol. 27, pp. 731-734.
27. M. D. Fairchild and G. M. Johnson, "The iCAM framework for image appearance, image differences, and image quality," J. Electron. Imag., vol. 13, no. 1, pp. 126-138, Jan. 2004.
28. J. Kuang, G. M. Johnson, and M. D. Fairchild, "iCAM06: A refined image appearance model for HDR image rendering," J. Vis. Commun. Image Represent., vol. 18, no. 5, pp. 406-414, 2007. (Pubitemid 47361856)
29. G. Johnson and M. Fairchild, "A top down description of S-CIELAB and CIEDE2000," Color Res. Appl., vol. 28, no. 6, pp. 425-435, Dec. 2003.
30. D. B. Judd, "Ideal color space: Curvature of color space and its implications for industrial color tolerances," Palette, vol. 29, pp. 25-31, 1968.
31. J. J. Stoker, Differential Geometry. New York: Wiley, 1969.
32. H. W. Guggenheimer, Differential Geometry. New York: McGraw-Hill, 1963.
33. P. Urban, D. Schleicher, M. R. Rosen, and R. S. Berns, "Embedding non-Euclidean color spaces into euclidean color spaces with minimal isometric disagreement," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 24, no. 6, pp. 1516-1528, Jun. 2007. (Pubitemid 47045699)
34. D. L. MacAdam, "Nonlinear relations of psychometric scale values to chromaticity differences," J. Opt. Soc. Amer., vol. 53, no. 6, pp. 754-757, Jun. 1963.
35. D. B. Judd, "Ideal color space: The super-importance of hue differences and its bearing on the geometry of color space," Palette, vol. 30, pp. 21-28, 1968.
36. D. H. Kim and J. H. Nobbs, "New weighting functions for the weighted CIELAB colour difference formula," in Proc. AIC, 1997, pp. 446-449.
37. K. Witt, "Geometric relations between scales of small colour differences," Color Res. Appl., vol. 24, no. 2, pp. 78-92, Apr. 1999.
38. I. Lissner and P. Urban, "Improving color-difference formulas using visual data," in Proc. 5th Eur. CGIV, Joensuu, Finland, 2010, pp. 483-488.
39. I. Lissner and P. Urban, "Upgrading color-difference formulas," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 27, no. 7, pp. 1620-1629, Jul. 2010.
40. I. Lissner and P. Urban, "How perceptually uniform can a hue linear color space be?," in Proc. 18th Color Imag. Conf., San Antonio, TX, 2010, pp. 97-102.
41. International Color Consortium (ICC), File Format for Color Profiles (Version 4.0.0), 2002. [Online]. Available: http://www.color.org.
42. P. Hung and R. S. Berns, "Determination of constant hue loci for a CRT gamut and their predictions using color appearance spaces," Color Res. Appl., vol. 20, no. 5, pp. 285-295, Oct. 1995.
43. Parametric Effects in Colour-Difference Evaluation, Central Bur. CIE. Vienna, Austria, 1993, CIE Publication No. 101, Tech. Rep.
44. MATLAB Color Space Transformations. [Online]. Available: http://www.idd.tu-darmstadt.de/color/papers.
45. P. A. García, R. Huertas, M. Melgosa, and G. Cui, "Measurement of the relationship between perceived and computed color differences," J. Opt. Soc. Amer. A, Opt. Image Sci. Vis., vol. 24, no. 7, pp. 1823-1829, Jul. 2007. (Pubitemid 47342608)
46. M. Melgosa, R. Huertas, and R. S. Berns, "Performance of recent advanced color-difference formulas using the standardized residual sum of squares index," J. Opt. Soc. Amer. A, Opt. Image Sci. Vis., vol. 25, no. 7, pp. 1828-1834, Jul. 2008.
47. M. R. Luo, G. Cui, and B. Rigg, "The development of the CIE 2000 colour-difference formula: CIEDE2000," Color Res. Appl., vol. 26, no. 5, pp. 340-350, Oct. 2001. (Pubitemid 32820348)
48. M. J. Vrhel and H. J. Trussell, "Problems in publishing accurate color in IEEE journals," IEEE Trans. Image Process., vol. 11, no. 4, pp. 373-376, Apr. 2002.
49. FOGRA27: Characterization data for commercial offset printing (ISO 12647-2:2004) on gloss ormatt coated paper (PT 1/2) using a screening corresponding to 60/cm, 2003.
50. M. D. Fairchild, The HDR photographic survey. [Online]. Available: http://www.cis.rit.edu/fairchild/HDR.html.
51. M. D. Fairchild, "The HDR photographic survey," in Proc. IS&T/SID 15th Color Imag. Conf., Albuquerque, NM, 2007, pp. 233-238. (Pubitemid 350295444)
52. E. A. Day, L. Taplin, and R. S. Berns, "Colorimetric characterization of a computer-controlled liquid crystal display," Color Res. Appl., vol. 29, no. 5, pp. 365-373, Oct. 2004.
53. "Matlab, The Language of Technical Computing, Language Reference Manual," MathWorks, Natick, MA, 2010, 9th ed.