DocumentCode :
2816803
Title :
Underwater optical image dehazing using guided trigonometric bilateral filtering
Author :
Huimin Lu ; Yujie Li ; Lifeng Zhang ; Yamawaki, Akira ; Shiyuan Yang ; Serikawa, Seiichi
Author_Institution :
Japan Soc. for the Promotion of Sci., Tokyo, Japan
fYear :
2013
fDate :
19-23 May 2013
Firstpage :
2147
Lastpage :
2150
Abstract :
This paper describes a novel method to enhance underwater optical images by dehazing. Scattering and color change are two major problems of distortion for underwater imaging. Scattering is caused by large suspended particles, like fog or turbid water which contains abundant particles, plankton etc. Color change corresponds to the varying degrees of attenuation encountered by light traveling in the water with different wavelengths, rendering ambient underwater environments dominated by a bluish tone. Our key contribution is to propose a fast image and video dehazing algorithm, to compensate the attenuation discrepancy along the propagation path, and to take the influence of the possible presence of an artificial lighting source into consideration. The enhanced images are characterized by reduced noised level, better exposedness of the dark regions, improved global contrast while the finest details and edges are enhance significantly. In addition, our enhancement method is comparable to higher quality than the state-of-the-art methods.
Keywords :
geophysical image processing; image colour analysis; image enhancement; light scattering; rendering (computer graphics); underwater optics; video signal processing; artificial lighting source; attenuation discrepancy; color change; dark regions; guided trigonometric bilateral filtering; image enhancement; light traveling; noise level reduction; propagation path; rendering; suspended particles; underwater environments; underwater image distortion; underwater optical image dehazing; video dehazing algorithm; Attenuation; Computer vision; Filtering; Filtering algorithms; Image color analysis; Optical filters; Scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
ISSN :
0271-4302
Print_ISBN :
978-1-4673-5760-9
Type :
conf
DOI :
10.1109/ISCAS.2013.6572299
Filename :
6572299
Link To Document :
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