DocumentCode
535012
Title
Dehazing model based on multiple scattering
Author
Wei, Pan ; Liu, Yangke ; Liu, Ying ; Wang, Shuhang
Author_Institution
Digital Media Libratory, Beihang Univ., Beijing, China
Volume
1
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
249
Lastpage
252
Abstract
In computer vision, the existing model used for dehazing is based on single scattering of atmosphere, so it cannot eliminate blurring in the images. In this paper, we propose a novel model for dehazing by including multiple scattering into the existing model. Based on visual manifestations, we conclude that scene radiance can be blurred by neighborhood radiance due to multiple scattering of atmosphere. With necessary simplification, we modeled multiple scattering as an aggregation of neighborhood radiance. Experiments demonstrate that our model can be applied in many existing approaches for dehazing and blurring effects can be significantly eliminated.
Keywords
computer vision; image restoration; blurring; computer vision; dehazing model; image restoration; multiple scattering; neighborhood radiance; scene radiance; Atmospheric modeling; Cameras; Computational modeling; Computer vision; Mathematical model; Scattering; dehazing; image restoration; multiple scattering;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6513-2
Type
conf
DOI
10.1109/CISP.2010.5646397
Filename
5646397
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