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The dark side of gloss

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Abstract

Our visual system relies on the image structure generated by the interaction of light with objects to infer their material properties. One widely studied surface property is gloss, which can provide information that an object is smooth, shiny or wet. Studies have historically focused on the role of specular highlights in modulating perceived gloss. Here we show in human observers that glossy surfaces can generate both bright specular highlights and dark specular 'lowlights', and that the presence of either is sufficient to generate compelling percepts of gloss. We show that perceived gloss declines when the image structure generated by specular lowlights is blurred or misaligned with surrounding surface shading and that perceived gloss can arise from the presence of lowlights in surface regions isolated from highlights. These results suggest that the image structure generated by specular highlights and lowlights is used to construct our experience of surface gloss.

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Figure 1: Glossy surfaces generate specular highlights and lowlights.
Figure 2: Specular lowlights generate the percept of gloss.
Figure 3: Dark specular reflections generate a global appearance of surface gloss.
Figure 4: The global appearance of gloss is not explained by uniformity in image contrast.
Figure 5: The appearance of surface gloss depends on the clarity and orientation of specular reflections relative to diffuse shading.
Figure 6: Isolated specular lowlights provide information beyond specular highlights.

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References

  1. Beck, J. & Prazdny, K. Highlights and the perception of glossiness. Percept. Psychophys. 30, 407–410 (1981).

    Article  CAS  Google Scholar 

  2. Blake, A. & Bülthoff, H. Does the brain know the physics of specular reflection? Nature 343, 165–168 (1990).

    Article  CAS  Google Scholar 

  3. Wendt, G., Faul, F. & Mausfeld, R. Highlight disparity contributes to the authenticity and strength of perceived glossiness. J. Vis. 8, 14 (2008).

    Article  Google Scholar 

  4. Todd, J.T., Norman, J.F. & Mingolla, E. Lightness constancy in the presence of specular highlights. Psychol. Sci. 15, 33–39 (2004).

    Article  Google Scholar 

  5. Anderson, B.L. & Kim, J. Image statistics do not explain the perception of gloss and lightness. J. Vis. 9, 10 (2009).

    Article  Google Scholar 

  6. Kim, J., Marlow, P. & Anderson, B. The perception of gloss depends on highlight congruence with surface shading. J. Vis. 11, 4 (2011).

    Article  Google Scholar 

  7. Marlow, P., Kim, J. & Anderson, B. The role of brightness and orientation congruence in the perception of surface gloss. J. Vis. 11, 16 (2011).

    Article  Google Scholar 

  8. Pellacini, F., Ferwerda, J.A. & Greenberg, D.P. Toward a psychophysically-based light reflection model for image synthesis. Proc. SIGGRAPH 55–64 (2000).

  9. Fleming, R.W., Dror, R.O. & Adelson, E.H. Real-world illumination and the perception of surface reflectance properties. J. Vis. 3, 347–368 (2003).

    Article  Google Scholar 

  10. Fleming, R.W., Torralba, A. & Adelson, E.H. Specular reflections and the perception of shape. J. Vis. 4, 798–820 (2004).

    Article  Google Scholar 

  11. Doerschner, K., Maloney, L.T. & Boyaci, H. Perceived glossiness in high dynamic range scenes. J. Vis. 10, 11 (2010).

    Article  Google Scholar 

  12. Olkkonen, M. & Brainard, D.H. Perceived glossiness and lightness under real-world illumination. J. Vis. 10, 5 (2010).

    Article  Google Scholar 

  13. Hunter, R.S. & Harold, R.W. The Measurement of Appearance 2nd edn. (New York, Wiley, 1987).

  14. Ferwerda, J.A., Pellacini, F. & Greenberg, D.P. A psychophysically–based model of surface gloss perception. Proc. SPIE Human Vis. Electronic Imaging 4299, 291–301 (2001).

    Article  Google Scholar 

  15. Koenderink, J.J. & van Doorn, A.J. Photometric invariants related to solid shape. Opt. Acta 27, 981–996 (1980).

    Article  Google Scholar 

  16. Klinker, G.J., Shafer, S.A. & Kanade, T. The measurement of highlights in color images. Int. J. Comput. Vis. 2, 7–32 (1988).

    Article  Google Scholar 

  17. Wendt, G., Faul, F., Ekroll, V. & Mausfeld, R. Disparity, motion, and color information improve gloss constancy performance. J. Vis. 10, 7 (2010).

    Article  Google Scholar 

  18. Motoyoshi, I., Nishida, S., Sharan, L. & Adelson, E.H. Image statistics and the perception of surface qualities. Nature 447, 206–209 (2007).

    Article  CAS  Google Scholar 

  19. Kim, J. & Anderson, B. Image statistics and the perception of surface gloss and lightness. J. Vis. 10, 3 (2010).

    Article  Google Scholar 

  20. Wijntjes, M.W.A. & Pont, S.C. Illusory gloss on Lambertian surfaces. J. Vis. 10, 13 (2010).

    Article  Google Scholar 

  21. Ward, G.J. The RADIANCE lighting simulation and rendering system. Proc. SIGGRAPH 28, 459–472 (1994).

    Google Scholar 

  22. Debevec, P. Image-based lighting. IEEE Comput. Graph. Appl. 22, 26–34 (2002).

    Article  Google Scholar 

  23. Cook, R.L. & Torrance, K.E. A reflectance model for computer graphics. Proc. SIGGRAPH 15, 307–316 (1981).

    Article  Google Scholar 

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Acknowledgements

We thank M. Niemela for 3D printing of physical surface models, R. Fleming for advice on rendering techniques, K. Grady for artistic inspiration, and an anonymous reviewer for insight about the optics of paints. This project was funded by an Australian Research Council Discovery Project awarded to B.L.A., J.K. and R. Fleming, and an Australian Research Council fellowship to B.L.A.

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J.K. created the initial demonstration of specular lowlights. J.K., P.J.M. and B.L.A. designed the experiments and visual stimuli. J.K. rendered the images, collected the data and performed the statistical analyses. J.K., P.J.M. and B.L.A. interpreted the results and wrote the paper.

Corresponding authors

Correspondence to Juno Kim or Barton L Anderson.

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The authors declare no competing financial interests.

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Kim, J., Marlow, P. & Anderson, B. The dark side of gloss. Nat Neurosci 15, 1590–1595 (2012). https://doi.org/10.1038/nn.3221

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