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Paper Abstract and Keywords
Presentation 2016-02-22 15:45
Single Image Haze Removal using Priors of Light Transmissions based on Composition of Landscape Pictures with Near Object Handling
Yuta Hiruma, Daisuke Sugimura, Takayuki Hamamoto (TUS)
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a method for haze removal from a single color image. Inferring a transmission of light is important in haze removal. Once the transmission of a light is obtained, image enhancement of a hazy image can be performed. In white-colored regions of objects, however, previous methods are difficult to optimally estimate the transmission of light. To address the problem, recent researches have shown the effectiveness of exploiting a prior regarding the changes in the transmission of a light based on a geometry in a scenic image. This prior is based on the fact that the transmission of light tends to decrease along with the upper direction in the scenic image. However, when objects that are located near the camera are observed in the upper regions in the image, the prior of a scenic image would fail an optimal estimation of the transmission of a light. To address this problem, we detect regions of objects that are observed near the camera from an input image. Using this detection responses, we perform estimating the transmission of a light based on a geometric prior of a scenic image. Our experiments demonstrate the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) dehazing / contrast enhancement / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 459, IE2015-112, pp. 103-106, Feb. 2016.
Paper # IE2015-112 
Date of Issue 2016-02-15 (ITS, IE) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee ITS IE ITE-AIT ITE-HI ITE-ME ITE-MMS ITE-CE  
Conference Date 2016-02-22 - 2016-02-23 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IE 
Conference Code 2016-02-ITS-IE-AIT-HI-ME-MMS-CE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Single Image Haze Removal using Priors of Light Transmissions based on Composition of Landscape Pictures with Near Object Handling 
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Keyword(1) dehazing  
Keyword(2) contrast enhancement  
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1st Author's Name Yuta Hiruma  
1st Author's Affiliation Tokyo University of Science (TUS)
2nd Author's Name Daisuke Sugimura  
2nd Author's Affiliation Tokyo University of Science (TUS)
3rd Author's Name Takayuki Hamamoto  
3rd Author's Affiliation Tokyo University of Science (TUS)
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Speaker
Date Time 2016-02-22 15:45:00 
Presentation Time 15 
Registration for IE 
Paper # IEICE-ITS2015-70,IEICE-IE2015-112 
Volume (vol) IEICE-115 
Number (no) no.458(ITS), no.459(IE) 
Page pp.103-106 
#Pages IEICE-4 
Date of Issue IEICE-ITS-2016-02-15,IEICE-IE-2016-02-15 


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