Abstract
A series of experiments with human subjects have shown that color constancy improves when an object moves. It has been hypothesized that this effect is due to some kind of influence of high-level motion processing. We have built a computational model for color perception which replicates the results qualitatively which have been obtained with human subjects. We show that input from high-level motion processing is not required. In our model, the dependence is an effect of eye movement in combination with neural processing. Depending on the type of stimulus used, the eye either tracks the object or the background. When the object moves but is tracked by the observer, the background appears to move when considering the stimulus with respect to eye coordinates. Hence, the retinal input is different for the two conditions leading to a difference in color constancy performance.
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References
Bronstein IN, Semendjajew KA, Musiol G, Mühling H (2001) Taschenbuch der Mathematik, 5th edn. Verlag Harri Deutsch, Thun und Frankfurt/Main
Brown PK, Wald G (1964) Visual pigments in single rods and cones of the human retina. Science 144: 45–52
Buchsbaum G (1980) A spatial processor model for object colour perception. J Franklin Inst 310(1): 337–350
Ebner M (2004) A parallel algorithm for color constancy. J Parallel Distrib Comput 64(1): 79–88
Ebner M (2007a) Color constancy. Wiley, Chichester
Ebner M (2007b) How does the brain arrive at a color constant descriptor? In: Mele F, Ramella G, Santillo S, Ventriglia F (eds) Proceedings of the 2nd International Symposium on Brain, Vision and Artificial Intelligence, 10–12 October, 2007, Naples, Italy, Springer, Berlin, pp 84–93
Ebner M (2009) Color constancy based on local space average color. Mach Vis Appl J 20(5): 283–301
Ebner M, Tischler G, Albert J (2007) Integrating color constancy into JPEG2000. IEEE Trans Image Process 16(11): 2697–2706
Faugeras OD (1979) Digital color image processing within the framework of a human visual model. IEEE Trans Acoust Speech Signal Process ASSP 27(4): 380–393
Felleman DJ, Essen DCV (1991) Distributed hierarchical processing in the primate cerebral cortex. Cereb Cortex 1: 1–47
Funt B, Barnard K, Martin L (1998) Is machine colour constancy good enough? In: Burkhardt H, Neumann B (eds) Fifth European Conference on Computer Vision (ECCV ’98), Freiburg, Germany, Springer-Verlag, Berlin, pp 445–459
Helson H (1938) Fundamental problems in color vision. I. the principle governing changes in hue, saturation, and lightness of non-selective samples in chromatic illumination. J Exp Psychol 23(5): 439–476
Herault J (1996) A model of colour processing in the retina of vertebrates: From photoreceptors to colour opposition and colour constancy phenomena. Neurocomputing 12: 113–129
Hunt RWG (1957) Light energy and brightness sensation. Nature 179: 1026–1027
Ilg UJ (1997) Slow eye movements. Prog Neurobiol 53: 293–329
International Commission on Illumination (1996) Colorimetry, 2nd edn. Corrected reprint. Tech. Rep. 15.2, International Commission on Illumination
Koenderink JJ, van Doorn AJ (1999) The structure of locally orderless images. Int J Comput Vis 31(2/3): 159–168
Koenderink JJ, van Doorn AJ (2000) Blur and disorder. J Vis Commun Image Represent 11: 237–244
Land EH (1964) The retinex. Am Sci 52: 247–264
Land EH (1974) The retinex theory of colour vision. Proc R Inst Great Britain 47: 23–58
Land EH (1986) Recent advances in retinex theory. Vision Res 26(1): 7–21
Lindner A, Schwarz U, Ilg UJ (2001) Cancellation of self-induced retinal image motion during smooth pursuit eye movements. Vision Res 41: 1685–1694
Marks WB, Dobelle WH, MacNichol EF Jr (1964) Visual pigments of single primate cones. Science 143: 1181–1183
Werner A (2007) Color constancy improves, when an object moves: High-level motion influences color perception. J Vis 7(14): 1–14
Zeki S (1993) A vision of the brain. Blackwell Science, Oxford
Zeki S, Bartels A (1999) The clinical and functional measurement of cortical (in)activity in the visual brain, with special reference to the two subdivisions (V4 and V4 α) of the human colour centre. Proc R Soc Lond B 354: 1371–1382
Zeki S, Marini L (1998) Three cortical stages of colour processing in the human brain. Brain 121: 1669–1685
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Ebner, M. On the effect of scene motion on color constancy. Biol Cybern 105, 319–330 (2011). https://doi.org/10.1007/s00422-011-0468-0
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DOI: https://doi.org/10.1007/s00422-011-0468-0