DocumentCode
3006382
Title
A simple and comprehensive model for underwater image restoration
Author
Xiaojun Wu ; Hongsheng Li
Author_Institution
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China
fYear
2013
fDate
26-28 Aug. 2013
Firstpage
699
Lastpage
704
Abstract
Light is absorbed and scattered by water when propagating underwater. Image quality of underwater objects is extremely contaminated and degenerated by the factors of backscatter and attenuation. So underwater images should be restored to recover the useful information. In this paper, we come up with a simple and comprehensive model by combining with the Jaffe-McGlamery computer model and the spread characteristic of the underwater light, which has fewer parameters and dose not need the experiential knowledge compared with the conventional methods. An automatic process is utilized to obtain the parameters of the model. Lots of images taken underwater are restored by the method of image restoration model proposed in this paper and the results are satisfiable.
Keywords
backscatter; image restoration; light scattering; Jaffe-McGlamery computer model; attenuation; backscatter; image quality; light absorption; light scattering; underwater image restoration; underwater light spread characteristic; underwater objects; Absorption; Attenuation; Cameras; Computational modeling; Entropy; Image restoration; Scattering;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2013 IEEE International Conference on
Conference_Location
Yinchuan
Type
conf
DOI
10.1109/ICInfA.2013.6720385
Filename
6720385
Link To Document