DocumentCode :
597976
Title :
White Patch Gamut Mapping Colour Constancy
Author :
Joze, Hamid Reza Vaezi ; Drew, Mark S.
Author_Institution :
Sch. of Comput. Sci., Simon Fraser Univ., Vancouver, BC, Canada
fYear :
2012
fDate :
Sept. 30 2012-Oct. 3 2012
Firstpage :
801
Lastpage :
804
Abstract :
The White-Patch method, one of the first colour constancy methods, estimates the light source colour from the maximum response of the different colour channels. However, it has been eclipsed by the advent of more advanced physical or statistical methods, as well as complex learning based methods. Recently, a new independent line of work claims that the simple idea of using maximum pixel values is not as naive as it seems, but can also be made to perform very well via some manipulations. The bright areas of images can include highlights and specularity as well as white surfaces or light sources, and indeed all may be helpful in the illumination estimation process. In this paper, we define the White Patch Gamut as a new extension to the Gamut Mapping Colour Constancy method, comprising the bright pixels of the image. Adding new constraints based on the possible White Patch Gamut to the standard gamut mapping constraints, a new combined method outperforms gamut mapping methods as well as other wellknown colour constancy methods. The new constraints that are brought to bear are powerful, and indeed can be more discriminating than those in the original gamut mapping method itself.
Keywords :
image colour analysis; complex learning based method; illumination estimation process; light source colour estimation; physical method; statistical method; white patch Gamut mapping colour constancy; Channel estimation; Estimation; Image color analysis; Laboratories; Light sources; Programming; Standards; Colour Constancy; Gamut Mapping; Illumination Estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2012 19th IEEE International Conference on
Conference_Location :
Orlando, FL
ISSN :
1522-4880
Print_ISBN :
978-1-4673-2534-9
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2012.6466981
Filename :
6466981
Link To Document :
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