Title :
Single image dehazing with wavelength-dependent transmissions using inter-channel correlations of a colour image
Author :
Hyeon-Jin Ahn ; Dong-Won Jang ; Rae-Hong Park
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
Abstract :
Existing dehazing methods sometimes produce bluish artefact when the transmission is wavelength-dependent. In this Letter, a single image dehazing method in which transmissions of RGB colour channels are estimated using inter-channel correlations is proposed. The proposed method estimates a particle size parameter in the atmosphere using the correlation between red and blue channels. The proposed method adjusts the transmissions of red and blue colour channels with respect to the reference (green) colour transmission that is obtained by the existing dehazing method. Experimental results with a number of foggy and thin hazy images show that the proposed method effectively reduces the bluish artefact.
Keywords :
adjacent channel interference; channel estimation; correlation methods; image colour analysis; particle size; RGB colour image interchannel correlation; blue colour channel; bluish artefact reduction; foggy image; hazy image; particle size parameter estimation method; red colour channel; single image dehazing method; wavelength dependent transmission;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2015.2009