Representation or Context as a Cognitive Strategy in Colour Constancy?

If an identification task with colour constancy as its objective is carried out under drastically changing illumination, do people rely mainly on colour information or do they rely on other sources of information? This question suggested two hypotheses for testing: (i) context hypothesis: people rely mainly on colour information (spectral reflectance or illumination chromaticity) to achieve colour constancy; (ii) representation hypothesis: people rely mainly on all other clues associated with colour to achieve colour constancy, including form information (any shape elements) and space information (spatial coordinates or spatial correlation). Experiment 1 showed that form information was readily associated with colour information to produce implicit representation. This gave the best colour-constancy performance (95.72%) and the fastest processing speed, so it probably used a top–down process. However, it was also prone to error owing to assumptions. Space information was not readily associated with colour information so colour-constancy performance was halved (48.73%) and processing time doubled. When the subject was deprived of both information sources and only given colour information, this resulted in the longest reaction times and the worst colour-constancy performance (41.38%). These results clearly support the representation hypothesis rather than the context hypothesis. When all three clues were available at the same time, the order of preference was: symbol, location, then colour. Experiment 2 showed that when form information was the main clue, colour-constancy performance was conceptually driven and processed more quickly; this supports the representation hypothesis. However, when form information was not used, colour constancy was data-driven, processed more slowly, and achieved an inferior identification rate overall; this supports the context hypothesis.

[1]  P. Kay Basic Color Terms: Their Universality and Evolution , 1969 .

[2]  R. M. Boynton,et al.  Locating basic colors in the OSA space , 1987 .

[3]  A. Linksz Outlines of a Theory of the Light Sense. , 1965 .

[4]  C. D. Weert,et al.  Naming versus matching in color constancy , 1991, Perception & psychophysics.

[5]  A. Valberg,et al.  “Colour constancy” in Mondrian patterns: A partial cancellation of physical chromaticity shifts by simultaneous contrast , 1990, Vision Research.

[6]  Michael C. Barris,et al.  Inner Vision: An Exploration of Art and the Brain. , 2000 .

[7]  B J Craven,et al.  Immediate colour constancy , 1992, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[8]  M. Goodale,et al.  The visual brain in action , 1995 .

[9]  Yoshinobu Nayatani,et al.  Proposal of a new concept for color‐appearance modeling , 2007 .

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

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

[12]  G. Miller,et al.  Cognitive science. , 1981, Science.

[13]  M. D'Zmura,et al.  Color constancy. I. Basic theory of two-stage linear recovery of spectral descriptions for lights and surfaces. , 1993, Journal of the Optical Society of America. A, Optics, image science, and vision.

[14]  R. M. Boynton,et al.  Categorical color perception of Japanese observers: Comparison with that of Americans , 1987, Vision Research.

[15]  David A. Forsyth,et al.  A novel algorithm for color constancy , 1990, International Journal of Computer Vision.

[16]  Ralph M. Evans,et al.  Visual Processes and Color Photography , 1943 .

[17]  Kinjiro Amano,et al.  Information Limits on Identification of Natural Surfaces by Apparent Colour , 2005, Perception.

[18]  E. Land The retinex theory of color vision. , 1977, Scientific American.

[19]  M. H. Brill,et al.  Necessary and sufficient conditions for Von Kries chromatic adaptation to give color constancy , 1982, Journal of mathematical biology.

[20]  L. Arend,et al.  Simultaneous constancy, lightness, and brightness. , 1987, Journal of the Optical Society of America. A, Optics and image science.

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

[22]  Henry Dreyfuss Symbol Sourcebook: An Authoritative Guide to International Graphic Symbols , 1972 .

[23]  D. Foster,et al.  Color constancy in natural scenes explained by global image statistics , 2006, Visual Neuroscience.

[24]  M. D'Zmura,et al.  Color constancy. II. Results for two-stage linear recovery of spectral descriptions for lights and surfaces. , 1993, Journal of the Optical Society of America. A, Optics, image science, and vision.

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

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

[27]  K. Holyoak,et al.  Mental Leaps: Analogy in Creative Thought , 1994 .

[28]  Graham D. Finlayson,et al.  Selection for gamut mapping colour constancy , 1999, Image Vis. Comput..

[29]  M. Barris The Island of the Colorblind , 1997 .

[30]  A C Hurlbert,et al.  Measurements of Colour Constancy by Using a Forced-Choice Matching Technique , 1996, Perception.

[31]  Scott T. Grafton,et al.  Forward modeling allows feedback control for fast reaching movements , 2000, Trends in Cognitive Sciences.

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

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

[34]  Yoshinobu Nayatani,et al.  Adequateness of a newly modified opponent‐colors theory , 2003 .

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

[36]  Juan Luis Nieves,et al.  Parallel detection of violations of color constancy , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[37]  Kinjiro Amano,et al.  Information limits on neural identification of colored surfaces in natural scenes , 2004, Visual Neuroscience.

[38]  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.

[39]  G D Finlayson,et al.  Spectral sharpening: sensor transformations for improved color constancy. , 1994, Journal of the Optical Society of America. A, Optics, image science, and vision.

[40]  Robert W. G. Hunt,et al.  The reproduction of colour , 1957 .

[41]  A. Hurlbert Colour vision: Is colour constancy real? , 1999, Current Biology.

[42]  Maureen C. Stone,et al.  Color gamut mapping and the printing of digital color images , 1988, TOGS.

[43]  Fjj Frans Blommaert,et al.  Representation of memory prototype for an object color , 1999 .

[44]  Yoshinobu Nayatani,et al.  Relationships among chromatic tone, perceived lightness, and degree of vividness , 2005 .