DocumentCode
398576
Title
Nondiagonal color correction
Author
Funt, Brian ; Jiang, Hao
Author_Institution
Sch. of Comput. Sci., Simon Fraser Univ., Vancouver, BC, Canada
Volume
1
fYear
2003
fDate
14-17 Sept. 2003
Abstract
A new color correction method is introduced which predicts how changing the color of the scene illuminant will affect a camera´s RGB response. Like diagonal transformation color correction methods, the new method requires only 3-parameters. It therefore requires only the RGB color of the two illuminants be known. The method models the 9-parameters of a 3-by-3 linear transformation using a 3-dimensional linear model composed of 3 basis transformations. Experiments show that the method works better than the standard diagonal model unless the camera sensors are very sharply peaked, in which case the performance is essentially unchanged.
Keywords
cameras; image colour analysis; principal component analysis; 3-dimensional linear model; PCA; camera sensors; linear transformation; nondiagonal color correction; Color; Digital cameras; Digital images; Equations; Humans; Image sensors; Layout; Lighting; Principal component analysis; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-7750-8
Type
conf
DOI
10.1109/ICIP.2003.1247003
Filename
1247003
Link To Document