Title :
Fast Clear Single Underwater Image
Author :
Wang, Yan ; Wu, Bo
Author_Institution :
Coll. of Phys. & Inf. Eng., Henan Normal Univ., Xinxiang, China
Abstract :
In underwater situations, clarify of images are degraded by light absorption and scattering. In order to restore the original clarity of the images underwater, we analyze the physical effects of visibility degradation, and present an algorithm which inverts the image formation process. In this paper, we consider the visibility restoration from a single underwater image as a particular filtering problem and use median filter to infer water veil. The main advantage of the proposed algorithm is its speed: its complexity is a linear function of the number of image pixels only. This speed allows visibility restoration to be applied within real-time processing applications. In this way, the effect of turbid water can be removed and the original clarity of images can be unveiled.
Keywords :
image processing; marine engineering; median filters; real-time systems; fast clear single underwater image; image formation process; image pixels; images underwater; light absorption; light scattering; median filter; real-time processing applications; underwater situations; visibility restoration; Absorption; Cameras; Image color analysis; Image restoration; Optical filters; Pixel; Scattering;
Conference_Titel :
Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5391-7
Electronic_ISBN :
978-1-4244-5392-4
DOI :
10.1109/CISE.2010.5677214