Color appearance of familiar objects: effects of object shape, texture, and illumination changes.

People perceive roughly constant surface colors despite large changes in illumination. The familiarity of colors of some natural objects might help achieve this feat through direct modulation of the objects' color appearance. Research on memory colors and color appearance has yielded controversial results and due to the employed methods has often confounded perceptual with semantic effects. We studied the effect of memory colors on color appearance by presenting photographs of fruit on a monitor under various simulated illuminations and by asking observers to make either achromatic or typical color settings without placing demands on short-term memory or semantic processing. In a control condition, we presented photographs of 3D fruit shapes without texture and 2D outline shapes. We found that (1) achromatic settings for fruit were systematically biased away from the gray point toward the opposite direction of a fruit's memory color; (2) the strength of the effect depended on the degree of naturalness of the stimuli; and (3) the effect was evident under all tested illuminations, being strongest for illuminations whose chromaticity was closest to the stimulus chromaticity. We conclude that the visual identity of an object has a measurable effect on color perception, and that this effect is robust under illuminant changes, indicating its potential significance as an additional mechanism for color constancy.

[1]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .

[2]  Steven K Shevell,et al.  Chromatic induction: border contrast or adaptation to surrounding light? , 1998, Vision Research.

[3]  L. Maloney Evaluation of linear models of surface spectral reflectance with small numbers of parameters. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[4]  R. Shapley,et al.  Cone inputs in macaque primary visual cortex. , 2004, Journal of Neurophysiology.

[5]  T. Poggio,et al.  Synthesizing a color algorithm from examples. , 1988, Science.

[6]  Jon M. Speigle,et al.  Predicting color from gray: the relationship between achromatic adjustment and asymmetric matching. , 1999, Journal of the Optical Society of America. A, Optics, image science, and vision.

[7]  D G Pelli,et al.  The VideoToolbox software for visual psychophysics: transforming numbers into movies. , 1997, Spatial vision.

[8]  D. Brainard,et al.  Color constancy in the nearly natural image. 2. Achromatic loci. , 1998, Journal of the Optical Society of America. A, Optics, image science, and vision.

[9]  Steven K. Shevell,et al.  Color appearance with sparse chromatic context , 1995, Vision Research.

[10]  K. Gegenfurtner,et al.  Cortical mechanisms of colour vision , 2003, Nature Reviews Neuroscience.

[11]  Laurence T. Maloney,et al.  Illuminant cues in surface color perception: tests of three candidate cues , 2001, Vision Research.

[12]  D H Brainard,et al.  Analysis of the retinex theory of color vision. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[13]  J. Tanaka,et al.  Color diagnosticity in object recognition , 1999, Perception & psychophysics.

[14]  David H Brainard,et al.  Surface-Illuminant Ambiguity and Color Constancy: Effects of Scene Complexity and Depth Cues , 2002, Perception.

[15]  E. Land,et al.  Lightness and retinex theory. , 1971, Journal of the Optical Society of America.

[16]  D. Macleod,et al.  Color appearance depends on the variance of surround colors , 1997, Current Biology.

[17]  K. Duncker,et al.  The Influence of Past Experience upon Perceptual Properties , 1939 .

[18]  A. Hurlbert,et al.  Color contrast: a contributory mechanism to color constancy. , 2004, Progress in brain research.

[19]  Daniel Kersten,et al.  Is Color an Intrinsic Property of Object Representation? , 2003, Perception.

[20]  Elaine W. Jin,et al.  Color memory and color constancy. , 1996, Journal of the Optical Society of America. A, Optics, image science, and vision.

[21]  David H. Foster,et al.  An operational approach to colour constancy , 1992, Vision Research.

[22]  J. Bruner,et al.  Expectation and the perception of color. , 1951, The American journal of psychology.

[23]  R. M. Boynton,et al.  Chromaticity diagram showing cone excitation by stimuli of equal luminance. , 1979, Journal of the Optical Society of America.

[24]  Anya Hurlbert,et al.  If it's a banana, it must be yellow: The role of memory colors in color constancy , 2005 .

[25]  G. Buchsbaum A spatial processor model for object colour perception , 1980 .

[26]  M. Webster,et al.  Adaptation and the color statistics of natural images , 1997, Vision Research.

[27]  K. Gegenfurtner,et al.  Effects of spatial and temporal context on color categories and color constancy. , 2007, Journal of vision.

[28]  E H Land,et al.  Recent advances in retinex theory and some implications for cortical computations: color vision and the natural image. , 1983, Proceedings of the National Academy of Sciences of the United States of America.

[29]  P. Lennie,et al.  Chromatic mechanisms in lateral geniculate nucleus of macaque. , 1984, The Journal of physiology.

[30]  D H Brainard,et al.  Bayesian color constancy. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[31]  Keiji Tanaka,et al.  Inferotemporal cortex and object vision. , 1996, Annual review of neuroscience.

[32]  J. M. Hupé,et al.  Cortical feedback improves discrimination between figure and background by V1, V2 and V3 neurons , 1998, Nature.

[33]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[34]  Michael H. Brill,et al.  The relation between the color of the illuminant and the color of the illuminated object , 1995 .

[35]  K. Gegenfurtner,et al.  Memory modulates color appearance , 2006, Nature Neuroscience.

[36]  C. J. Bartleson Memory colors of familiar objects. , 1960, Journal of the Optical Society of America.

[37]  R C BOLLES,et al.  Colour judgment as a function of stimulus conditions and memory colour. , 1959, Canadian journal of psychology.

[38]  Ewald Hering,et al.  Grundzüge der Lehre vom Lichtsinn. , 1920 .

[39]  L. Arend,et al.  Simultaneous color constancy. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[40]  L. Maloney,et al.  Color constancy: a method for recovering surface spectral reflectance , 1987 .

[41]  Donald I. A. MacLeod,et al.  A computational analysis of colour constancy , 2003 .

[42]  Yazhu Ling,et al.  Color constancy of chromatically textured surfaces , 2010 .

[43]  Karl R Gegenfurtner,et al.  Time course of chromatic adaptation for color appearance and discrimination , 2000, Vision Research.

[44]  R. Stanikunas,et al.  Almost complete colour constancy achieved with full-field adaptation , 2006, Vision Research.

[45]  K. Bäuml Color appearance: effects of illuminant changes under different surface collections. , 1994, Journal of the Optical Society of America. A, Optics, image science, and vision.

[46]  D. Perrett,et al.  Color sensitivity of cells responsive to complex stimuli in the temporal cortex. , 2003, Journal of neurophysiology.

[47]  D. V. van Essen,et al.  The Processing of Visual Shape in the Cerebral Cortex of Human and Nonhuman Primates: A Functional Magnetic Resonance Imaging Study , 2004, The Journal of Neuroscience.

[48]  D. W. Heeley,et al.  Cardinal directions of color space , 1982, Vision Research.

[49]  Qasim Zaidi,et al.  Colour constancy in context: roles for local adaptation and levels of reference. , 2004, Journal of vision.

[50]  H E Smithson,et al.  Sensory, computational and cognitive components of human colour constancy , 2005, Philosophical Transactions of the Royal Society B: Biological Sciences.

[51]  D. Foster,et al.  Relational colour constancy from invariant cone-excitation ratios , 1994, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[52]  Frederick A A Kingdom,et al.  Color brings relief to human vision , 2003, Nature Neuroscience.

[53]  R. Shapley,et al.  The spatial transformation of color in the primary visual cortex of the macaque monkey , 2001, Nature Neuroscience.

[54]  S. Fillenbaum,et al.  DIFFERENCES IN PERCEIVED COLOR AS A FUNCTION OF CHARACTERISTIC COLOR. , 1965, The American journal of psychology.

[55]  A. H. Taylor,et al.  The Distribution of Energy in the Visible Spectrum of Daylight , 1941 .

[56]  D. Brainard,et al.  Mechanisms of color constancy under nearly natural viewing. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[57]  B. Wandell,et al.  Asymmetric color matching: how color appearance depends on the illuminant. , 1992, Journal of the Optical Society of America. A, Optics and image science.

[58]  Karl R. Gegenfurtner,et al.  Color Vision: From Genes to Perception , 1999 .

[59]  K. Gegenfurtner,et al.  The contributions of color to recognition memory for natural scenes. , 2002, Journal of experimental psychology. Learning, memory, and cognition.

[60]  Q Zaidi,et al.  Color constancy in variegated scenes: role of low-level mechanisms in discounting illumination changes. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[61]  Karl R Gegenfurtner,et al.  Cone Contributions to Colour Constancy , 2002, Perception.

[62]  Peter B. Delahunt,et al.  Bayesian model of human color constancy. , 2006, Journal of vision.

[63]  E. Thorndike,et al.  The influence of past experience. , 2022 .

[64]  J. Rieger,et al.  Sensory and cognitive contributions of color to the recognition of natural scenes , 2000, Current Biology.

[65]  M. D'Zmura,et al.  Color contrast induction , 1994, Vision Research.

[66]  D Mumford,et al.  On the computational architecture of the neocortex. II. The role of cortico-cortical loops. , 1992, Biological cybernetics.

[67]  Karl R Gegenfurtner,et al.  Color scaling of discs and natural objects at different luminance levels. , 2006, Visual neuroscience.

[68]  J. Pokorny,et al.  Spectral sensitivity of the foveal cone photopigments between 400 and 500 nm , 1975, Vision Research.

[69]  Peter B. Delahunt,et al.  Does human color constancy incorporate the statistical regularity of natural daylight? , 2004, Journal of vision.

[70]  M D'Zmura,et al.  Mechanisms of color constancy. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[71]  H. Bülthoff,et al.  Representation of the perceived 3-D object shape in the human lateral occipital complex. , 2003, Cerebral cortex.

[72]  David H Foster,et al.  Scene Articulation: Dependence of Illuminant Estimates on Number of Surfaces , 2002, Perception.

[73]  A. Hurlbert,et al.  Perception of three-dimensional shape influences colour perception through mutual illumination , 1999, Nature.

[74]  G. K. Adams,et al.  An Experimental Study of Memory Color and Related Phenomena , 1923 .

[75]  L. Maloney Physics-based approaches to modeling surface color perception , 1999 .

[76]  D. Brainard,et al.  PSYCHOLOGICAL SCIENCE Research Article LIGHTNESS CONSTANCY: A Direct Test of the Illumination-Estimation Hypothesis , 2022 .

[77]  D. Mumford On the computational architecture of the neocortex , 2004, Biological Cybernetics.

[78]  N. Kanwisher,et al.  The lateral occipital complex and its role in object recognition , 2001, Vision Research.

[79]  S. Grossberg,et al.  How does a brain build a cognitive code? , 1980, Psychological review.