Definition
Color constancy is the ability to perceive colors as approximately constant even though the light entering the eye varies with the illuminant. Color constancy also names the field of research investigating the extent of this ability, that is, the conditions under which a color is actually perceived as constant and which factors influence color constancy. Computer scientists working in the field of color constancy try to mimic this ability in order to produce images which are independent of the illuminant, that is, color constant. Simple color-constancy algorithms, also known under the name automatic white balance, are used in digital cameras to compute a color-corrected output image. The input of a color constancy algorithm is often one image taken under an arbitrary illuminant and the output of a color constancy algorithm is frequently the image as it would appear had it been taken with a canonical illuminant such as CIE Standard Illuminant D65 or a spectrally uniform...
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Ebner M (2007) Color constancy. Wiley, England
Maloney LT (1999) Physics-based approaches to modeling surface color perception. In: Gegenfurtner KR, Sharpe LT (eds) Color vision: from genes to perception. Cambridge University Press, Cambridge, pp 387–422
Zeki S (1993) A vision of the brain. Blackwell, Oxford
Geusebroek JM, van den Boomgaard R, Smeulders AWM, Geerts H (2001) Color invariance. IEEE Trans Pattern Anal Mach Intell 23(12):1338–1350
Finlayson GD, Hordley SD (2001) Color constancy at a pixel. J Opt Soc Am A 18(2):253–264
Richards W, Parks EA (1971) Model for color conversion. J Opt Soc Am 61(7):971–976
West G, Brill MH (1982) Necessary and sufficient conditions for von Kries chromatic adaptation to give color constancy. J Math Biol 15:249–258
Land EH, McCann JJ (1971) Lightness and retinex theory. J Opt Soc Am 61(1):1–11
Buchsbaum G (1980) A spatial processor model for object colour perception. J Frankl Inst 310(1):337–350
Forsyth DA (1990) A novel algorithm for color constancy. Int J Comput Vis 5(1):5–36
Finlayson GD (1996) Color in perspective. IEEE Trans Pattern Anal Mach Intell 18(10):1034–1038
van de Weijer J, Gevers T, Gijsenij A (2007) Edge-based color constancy. IEEE Trans Image Process 16(9): 2207–2214
Brainard DH, Freeman WT (1997) Bayesian color constancy. J Opt Soc Am A 14(7):1393–1411
Horn BKP (1974) Determining lightness from an image. Comput Graph Image Process 3:277–299
Blake A (1985) Boundary conditions for lightness computation in mondrian world. Comput Vis Graph Image Process 32:314–327
Barnard K, Finlayson G, Funt B (1997) Color constancy for scenes with varying illumination. Comput Vis Image Underst 65(2):311–321
Klinker GJ, Shafer SA, Kanade T (1988) The measurement of highlights in color images. Int J Comput Vis 2:7–32
Tominaga S (1991) Surface identification using the dichromatic reflection model. IEEE Trans Pattern Anal Mach Intell 13(7):658–670
Risson VJ (2003) Determination of an illuminant of digital color image by segmentation and filtering. United States Patent Application, Pub. No. US 2003/0095704 A1
Barnard K, Cardei V, Funt B (2002) A comparison of computational color constancy algorithms – Part I and II. IEEE Trans Image Process 11(9):972–996
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer Science+Business Media New York
About this entry
Cite this entry
Ebner, M. (2014). Color Constancy. In: Ikeuchi, K. (eds) Computer Vision. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-31439-6_454
Download citation
DOI: https://doi.org/10.1007/978-0-387-31439-6_454
Published:
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-30771-8
Online ISBN: 978-0-387-31439-6
eBook Packages: Computer ScienceReference Module Computer Science and Engineering