Title :
Removal of water scattering
Author :
Chao, Liu ; Wang, Meng
Author_Institution :
Dept. of Microelectron. & Nanoelectron., Tsinghua Univ., Beijing, China
Abstract :
In this paper, an efficient and effective method is proposed using dark channel prior to restore the original clarity of the images underwater. Images taken in the underwater environment are subject to water attenuation and particles in water´s scattering, a phenomenon similar to the effect of heavy fog in the air. Using dark channel prior, the depth of the turbid water can be estimated by the assumption that most local patches in water-free images contain some pixels which have very low intensities in at least one color channel. In this way, the effect of turbid water can be removed and the original clarity of images can be unveiled. The results processed by this method are presented in the paper.
Keywords :
geophysics computing; image colour analysis; image restoration; oceanographic techniques; dark channel; turbid water; underwater environment; underwater imaging; water attenuation; water scattering removal; water-free image; Computer vision; Image restoration; Layout; Light scattering; Optical attenuators; Optical filters; Optical imaging; Optical scattering; Particle scattering; Pixel; dark channel; dehazing; image restoration; intensity enhancement; matting; underwater vision;
Conference_Titel :
Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6347-3
DOI :
10.1109/ICCET.2010.5485339