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Virtual Journal for Biomedical Optics

Virtual Journal for Biomedical Optics

| EXPLORING THE INTERFACE OF LIGHT AND BIOMEDICINE

  • Editor: Gregory W. Faris
  • Vol. 1, Iss. 11 — Nov. 13, 2006

Frequency of metamerism in natural scenes

David H. Foster, Kinjiro Amano, Sérgio M. C. Nascimento, and Michael J. Foster  »View Author Affiliations


JOSA A, Vol. 23, Issue 10, pp. 2359-2372 (2006)
http://dx.doi.org/10.1364/JOSAA.23.002359


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Abstract

Estimates of the frequency of metameric surfaces, which appear the same to the eye under one illuminant but different under another, were obtained from 50 hyperspectral images of natural scenes. The degree of metamerism was specified with respect to a color-difference measure after allowing for full chromatic adaptation. The relative frequency of metameric pairs of surfaces, expressed as a proportion of all pairs of surfaces in a scene, was very low. Depending on the criterion degree of metamerism, it ranged from about 10<sup>−6</sup> to 10<sup>−4</sup> for the largest illuminant change tested, which was from a daylight of correlated color temperature 25,000 K to one of 4000 K. But, given pairs of surfaces that were indistinguishable under one of these illuminants, the conditional relative frequency of metamerism was much higher, from about 10<sup>−2</sup> to 10<sup>−1</sup>, sufficiently large to affect visual inferences about material identity.

© 2006 Optical Society of America

OCIS Codes
(330.6180) Vision, color, and visual optics : Spectral discrimination

ToC Category:
Vision, Color, and Visual Optics

History
Original Manuscript: December 21, 2005
Revised Manuscript: April 24, 2006
Manuscript Accepted: April 27, 2006

Virtual Issues
Vol. 1, Iss. 11 Virtual Journal for Biomedical Optics

Citation
David H. Foster, Kinjiro Amano, Sérgio M. C. Nascimento, and Michael J. Foster, "Frequency of metamerism in natural scenes," J. Opt. Soc. Am. A 23, 2359-2372 (2006)
http://www.opticsinfobase.org/vjbo/abstract.cfm?URI=josaa-23-10-2359


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References

  1. G. Wyszecki and W. S. Stiles, Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd ed. (Wiley, 1982).
  2. R. W. G. Hunt, Measuring Colour, 3rd ed. (Fountain Press, 1998).
  3. Colorimetry, 3rd ed., CIE Publication 15:2004 (CIE Central Bureau, Vienna, 2004).
  4. J. P. S. Parkkinen, J. Hallikainen, and T. Jaaskelainen, "Characteristic spectra of Munsell colors," J. Opt. Soc. Am. A 6, 318-322 (1989).
  5. E. K. Oxtoby and D. H. Foster, "Perceptual limits on low-dimensional models of Munsell reflectance spectra," Perception 34, 961-966 (2005).
  6. S. M. C. Nascimento, D. H. Foster, and K. Amano, "Psychophysical estimates of the number of spectral-reflectance basis functions needed to reproduce natural scenes," J. Opt. Soc. Am. A 22, 1017-1022 (2005).
  7. P. Lennie, "Single units and visual cortical organization," Perception 27, 889-935 (1998).
  8. M. G. A. Thomson, S. Westland, and J. Shaw, "Spatial resolution and metamerism in coloured natural scenes," Perception 29, 123 (2000).
  9. R. J. Paltridge, M. G. A. Thomson, T. Yates, and S. Westland, "Color spaces for discrimination and categorization in natural scenes," in 9th Congress of the International Colour Association, R.Chung and A.Rodrigues, eds., Proc. SPIE 4421, 877-880 (2002).
  10. G. Buchsbaum and A. Gottschalk, "Chromaticity coordinates of frequency-limited functions," J. Opt. Soc. Am. A 1, 885-887 (1984).
  11. G. D. Finlayson and P. M. Morovic, "Metamer crossovers of infinite metamer sets," in Eighth Color Imaging Conference: Color Science and Engineering Systems, Technologies, Applications (Society for Imaging Science and Technology, 2000), pp. 13-17.
  12. G. D. Finayson and P. Morovic, "Metamer sets," J. Opt. Soc. Am. A 22, 810-819 (2005).
  13. T. Bridgeman and N. E. Hudson, "Calculation of the degree of metamerism between two colours," in 1st AIC Congress: Color 69 (Muster-Schmidt, 1970) 745-751.
  14. S. M. C. Nascimento, F. P. Ferreira, and D. H. Foster, "Statistics of spatial cone-excitation ratios in natural scenes," J. Opt. Soc. Am. A 19, 1484-1490 (2002).
  15. T. Jaaskelainen, R. Silvennoinen, J. Hiltunen, and J. P. S. Parkkinen, "Classification of the reflectance spectra of pine, spruce, and birch," Appl. Opt. 33, 2356-2362 (1994).
  16. M. J. Vrhel, R. Gershon, and L. S. Iwan, "Measurement and analysis of object reflectance spectra," Color Res. Appl. 19, 4-9 (1994).
  17. D. H. Foster, S. M. C. Nascimento, and K. Amano, "Information limits on neural identification of colored surfaces in natural scenes," Visual Neurosci. 21, 331-336 (2004).
  18. "International classification and mapping of vegetation" (UNESCO Publishing, Paris, 1973).
  19. Federal Geographic Data Committee, "National Vegetation Classification Standard. FGDC-STD-005," (U.S. Geological Survey, Reston, Virginia, 1997).
  20. D. B. Judd, D. L. MacAdam, and G. Wyszecki, "Spectral distribution of typical daylight as a function of correlated color temperature," J. Opt. Soc. Am. 54, 1031-1040 (1964).
  21. S. Westland and C. Ripamonti, Computational Colour Science Using MATLAB (Wiley, 2004).
  22. M. D. Fairchild, Color Appearance Models, 2nd ed. (Wiley, 2005).
  23. M. R. Luo, C. J. Li, R. W. G. Hunt, B. Rigg, and K. J. Smith, "CMC 2002 colour inconstancy index: CMCCON02," Coloration Technology 119, 280-285 (2003).
  24. C.-J. Li, M. R. Luo, B. Rigg, and R. W. G. Hunt, "CMC 2000 chromatic adaptation transform: CMCCAT2000," Color Res. Appl. 27, 49-58 (2002).
  25. G. D. Finlayson and S. Süsstrunk, "Performance of a chromatic adaptation transform based on spectral sharpening," in Eighth Color Imaging Conference: Color Science and Engineering Systems, Technologies, Applications (Society for Imaging Science and Technology, 2000), pp. 49-55.
  26. H. Terstiege, "Chromatic adaptation: A state-of-the-art report," J. Color Appearance 1, 19-23 (cont., p. 40) (1972).
  27. M. R. Luo, G. Cui, and B. Rigg, "The development of the CIE 2000 colour-difference formula: CIEDE2000," Color Res. Appl. 26, 340-350 (2001).
  28. H. S. Fairman, "Recommended terminology for Matrix R and metamerism," Color Res. Appl. 16, 337-341 (1991).
  29. P.-L. Sun and P. Morovic, "Inter-relating colour difference metrics," in Tenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, Applications, (Society for Imaging Science and Technology, 2002), pp. 55-60.
  30. B. Efron and R. J. Tibshirani, An Introduction to the Bootstrap (Chapman & Hall, 1993).
  31. D. H. Foster, "Does colour constancy exist?," Trends in Cognitive Science 7, 439-443 (2003).
  32. F. W. Billmeyer, Jr., "Notes on indices of metamerism," Color Res. Appl. 16, 342-343 (1991).
  33. R. G. Kuehni, "Metamerism, exact and approximate," Color Res. Appl. 8, 192-192 (1983).
  34. D. J. Field, "Relations between the statistics of natural images and the response properties of cortical cells," J. Opt. Soc. Am. A 4, 2379-2394 (1987).
  35. D. C. Knill, D. Field, and D. Kersten, "Human discrimination of fractal images," J. Opt. Soc. Am. A 7, 1113-1123 (1990).
  36. M. G. A. Thomson and D. H. Foster, "Role of second- and third-order statistics in the discriminability of natural images," J. Opt. Soc. Am. A 14, 2081-2090 (1997).
  37. C. A. Párraga, T. Troscianko, and D. J. Tolhurst, "The effects of amplitude-spectrum statistics on foveal and peripheral discrimination of changes in natural images, and a multiresolution model," Vision Res. 45, 3145-3168 (2005).
  38. G. J. Burton and I. R. Moorhead, "Color and spatial structure in natural scenes," Appl. Opt. 26, 157-170 (1987).
  39. D. J. Tolhurst, Y. Tadmor, and T. Chao, "Amplitude spectra of natural images," Ophthalmic Physiol. Opt. 12, 229-232 (1992).
  40. D. H. Foster, S. M. C. Nascimento, and K. Amano, "Information limits on identification of natural surfaces by apparent colour," Perception 34, 1003-1008 (2005).
  41. S. M. C. Nascimento and D. H. Foster, "Detecting natural changes of cone-excitation ratios in simple and complex coloured images," Proc. R. Soc. London, Ser. B 264, 1395-1402 (1997).
  42. D. H. Foster, K. Amano, and S. M. C. Nascimento, "Color constancy in natural scenes explained by global image statistics," Visual Neurosci. 23, 341-349 (2006).
  43. K. Amano, D. H. Foster, and S. M. C. Nascimento, "Color constancy in natural scenes with and without an explicit illuminant cue," Visual Neurosci. 23, 351-356 (2006).
  44. F. E. Nicodemus, J. C. Richmond, J. J. Hsia, I. W. Ginsberg, and T. Limperis, "Geometrical considerations and nomenclature for reflectance" (Institute for Basic Standards, National Bureau of Standards, Washington, D.C., 1997).
  45. D. H. Foster and S. M. C. Nascimento, "Relational colour constancy from invariant cone-excitation ratios," Proc. R. Soc. London, Ser. B 257, 115-121 (1994).

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