“Edge-Aware Color Appearance” by Kim, Ritschel and Kautz

  • ©Min H. Kim, Tobias Ritschel, and Jan Kautz

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Title:

    Edge-Aware Color Appearance

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Abstract:


    Color perception is recognized to vary with surrounding spatial structure, but the impact of edge smoothness on color has not been studied in color appearance modeling. In this work, we study the appearance of color under different degrees of edge smoothness. A psychophysical experiment was conducted to quantify the change in perceived lightness, colorfulness, and hue with respect to edge smoothness. We confirm that color appearance, in particular lightness, changes noticeably with increased smoothness. Based on our experimental data, we have developed a computational model that predicts this appearance change. The model can be integrated into existing color appearance models. We demonstrate the applicability of our model on a number of examples.

References:


    1. Baüml, K. H. and Wandell, B. A. 1996. Color appearance of mixture gratings. Vision Res. 36, 18, 2849–2864.
    2. Brenner, E., Ruiza, J. S., Herráiza, E. M., Cornelissenb, F. W., and Smeetsa, J. B. J. 2003. Chromatic induction and the layout of colours within a complex scene. Vision Res. 43, 13, 1413–1421.
    3. Calabria, A. J. and Fairchild, M. D. 2003. Perceived image contrast and observer preference I: The effects of lightness, chroma, and sharpness manipulations on contrast perception. J. Imag. Sci. Technol. 47, 479–493.
    4. CIE. 1986. Colorimetry. CIE Pub. 15.2, Commission Internationale de l’Eclairage (CIE), Vienna.
    5. CIE. 2004. CIE TC8-01 Tech. rep., A colour apperance model for color management system: CIECAM02. CIE Pub. 159-2004, Commission Internationale de l’Eclairage (CIE), Vienna.
    6. Daly, R. 2010. Brick house on a sunny day. http://www.flickr.photos/rldaly/4480673512/.
    7. Fairchild, M. D. 2005. Color Appearance Models, 2nd Ed. John Wiley, Chichester, UK.
    8. Fairchild, M. D. and Johnson, G. M. 2002. Meet iCAM: A next-generation color appearance model. In Proceedings of the Color Imaging Conference. IS&T, 33–38.
    9. Fattal, R., Lischinski, D., and Werman, M. 2002. Gradient domain high dynamic range compression. ACM Trans. Graph. 21, 3, 249–256.
    10. Hunt, R. W. G. 1994. An improved predictor of colourfulness in a model of colour vision. Color Res. Appl. 19, 1, 23–26.
    11. Kim, M. H., Weyrich, T., and Kautz, J. 2009. Modeling human color perception under extended luminance levels. ACM Trans. Graph. 28, 3, 27:1–9.
    12. Kingdom, F. and Moulden, B. 1988. Border effects on brightness: A review of findings, models and issues. Spatial Vision 3, 4, 225–262.
    13. Luo, M. R., Clarke, A. A., Rhodes, P. A., Schappo, A., Scrivener, S. A. R., and Tait, C. J. 1991. Quantifying colour appearance. Part I. LUTCHI colour appearance data. Color Res. Appl. 16, 3, 166–180.
    14. McCourt, M. E. and Blakeslee, B. 1993. The effect of edge blur on grating induction magnitude. Vision Res. 33, 17, 2499–2507.
    15. Monnier, P. and Shevell, S. K. 2003. Large shifts in color appearance from patterned chromatic backgrounds. Nature Neurosci. 6, 8, 801–802.
    16. Moroney, N., Fairchild, M. D., Hunt, R. W. G., Li, C., Luo, M. R., and Newman, T. 2002. The CIECAM02 color appearance model. In Proceedings of the Color Imaging Conference. IS&T, 23–27.
    17. Sanchez, J. 2010. Times square at night. http://www.flickr.photos/10iggie74950/3996153072/.
    18. Travis, R. 2010. A psychedelic fairytale. http://www.flickr.photos/bekahpaige/475267923/.
    19. Tumblin, J. and Turk, G. 1999. LCIS: A boundary hierarchy for detail-preserving contrast reduction. In Proceedings of the SIGGRAPH ’99 Conference. 83–90.
    20. Zhang, X. and Wandell, B. A. 1997. A spatial extension of CIELAB for digital color-image reproduction. J. Soc. Inf. Display 5, 1, 61–63.

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