Title :
An approach for underwater dim targets detection via power spectrum of back-scattering noise
Author :
Sun, Feifei ; Wang, Guoyu ; Xu, Jieqiong
Author_Institution :
Coll. of Inf. Sci. & Eng., Ocean Univ. of China, Qingdao, China
Abstract :
The backward scatter that occurred with underwater light spreading is very strong, and it can occur a serious background noise in underwater imaging which causes underwater image fuzzy. So it is difficult to detect underwater dim targets. The traditional methods of underwater dim targets detection have some limitations on image contrast, gray scale or size of target, and so on. We deduced the model of back-scattering noise by studying the characteristics of underwater image in this paper. And then we used the model to detect the underwater dim targets.
Keywords :
image processing; object detection; underwater optics; back scattering noise; background noise; power spectrum; underwater dim target detection; underwater image fuzzy; underwater imaging; underwater light spreading; Analytical models; Imaging; Noise; Noise measurement; Object detection; Scattering; Transfer functions; background noise; backward scatter; dim targets detection; underwater image processing;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6001861