Title :
Canonicalized central absolute moment for edge-based color constancy
Author :
Xianghua Ying ; Lulu Hou ; Yongbo Hou ; Jing Kong ; Hongbin Zha
Author_Institution :
Key Lab. of Machine Perception, Peking Univ., Beijing, China
Abstract :
In the recent paper by Weijer et al. [9], the authors proposed the Grey-Edge hypothesis, which assumes that the average edge difference in the scene is achromatic. The Minkowski norm of color derivatives is used to approximate the light source color. In this paper, we point out that the Minkowski norm of these derivatives can actually be interpreted by the raw moment of the distribution of these derivatives. Furthermore, we discovered that the central moment of the distribution can also be utilized to estimate the light source color, and comparable results may be obtained.
Keywords :
image colour analysis; Grey-Edge hypothesis; Minkowski norm; canonicalized central absolute moment; color derivatives; edge-based color constancy; light source color approximation; Color constancy; Grey-Edge; higherorder image derivatives; moment;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738466