DocumentCode
3773773
Title
Underwater Single Image Restoration Using Dark Channel Prior
Author
Felipe M. Codevilla;Silvia Silva da Costa Botelho;Paulo Drews;Nelson Duarte Filho;Joel Felipe de Oliveira Gaya
Author_Institution
Centro de Cienc. Computacionais, Univ. Fed. do Rio Grande, Rio Grande, Brazil
fYear
2014
fDate
3/1/2014 12:00:00 AM
Firstpage
18
Lastpage
21
Abstract
The underwater vision is highly spoiled by the underwater degradation effects. As light propagates in the water or other participative mediums, it suffers from a substantial scattering effect that produces poor image quality. Based on a physical model that describes this phenomenon it is possible to recover an haze-free image. But, for this procedure to succeed, it is necessary to obtain certain parameters from the model. With an adaptation of the Dark Channel Prior, proposed by this paper, we are able to obtain a rough distance map estimative. With this, and some model simplifications, we are able to successfully obtain the restoration of the image.
Keywords
"Image color analysis","Absorption","Colored noise","Degradation","Image restoration","Adaptation models","Scattering"
Publisher
ieee
Conference_Titel
Automation and Computation for Naval, Offshore and Subsea (NAVCOMP), 2014 Symposium on
Type
conf
DOI
10.1109/NAVCOMP.2014.7
Filename
7469504
Link To Document