Title :
Image enhancement of underwater target detection by inhomogeneous illumination
Author :
Zheng, Haiyong ; Zheng, Bing ; Ji, Guangrong ; Guo, Zhongwen ; Sun, Yuting
Author_Institution :
Dept. of Electron. Eng., Ocean Univ. of China, Qingdao, China
Abstract :
For underwater target detection by homogeneous illumination or laser, the strong backscattering is mainly generated at the range close to the detector, yielding low visibility. Therefore, we build the underwater imaging system based on inhomogeneous illumination field, which intensity distribution relates to the attenuation pattern of light transmission with an inverse form. It is shown via pool and sea experiments to be effective in decreasing backscattering within a wide field-of-view (FOV), which improves image contrast. For human viewers and/or further automated image processing, this paper compares image enhancement methods based on histogram, sharpening, as well as partial differential equation (PDE). The experiments show the results of the underwater image enhancement methods.
Keywords :
geophysical image processing; hydrological techniques; image enhancement; light transmission; object detection; partial differential equations; backscattering; field of view; histogram; homogeneous illumination; image contrast; image sharpening; intensity distribution; inverse form; light transmission; partial differential equation; underwater image enhancement; underwater imaging system; underwater target detection; Backscatter; Histograms; Image enhancement; Imaging; Lighting; Nonhomogeneous media; Object detection;
Conference_Titel :
OCEANS, 2012 - Yeosu
Conference_Location :
Yeosu
Print_ISBN :
978-1-4577-2089-5
DOI :
10.1109/OCEANS-Yeosu.2012.6263374