Presentation | 2016-02-22 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, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(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) |
Keyword(in English) | dehazing / contrast enhancement |
Paper # | ITS2015-70,IE2015-112 |
Date of Issue | 2016-02-15 (ITS, IE) |
Conference Information | |
Committee | ITS / IE / ITE-AIT / ITE-HI / ITE-ME / ITE-MMS / ITE-CE |
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Conference Date | 2016/2/22(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Hokkaido Univ. |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Tomotaka Nagaosa(Kanto Gakuin Univ.) / Seishi Takamura(NTT) / Tokiichiro Takahashi(TDU) / Masayuki Sato(Univ. of Kitakyushu) / Kazuhito Murakami(Aichi Prefectural Univ.) / Eiichi Miyashita(NHK) / Koji Minami(Mitsubishi Electric Corp.) |
Vice Chair | Masahiro Fujii(Utsunomiya Univ.) / Tomotaka Wada(Kansai Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / / / Miki Haseyama(Hokkaido Univ.) |
Secretary | Masahiro Fujii(AIST) / Tomotaka Wada(Utsunomiya Univ.) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / (Tokyo Polytechnic Univ.) / (NICT) / Miki Haseyama(NTT) / (NHK) / (NHK) |
Assistant | Kohei Ohno(Meiji Univ.) / Tetsuya Manabe(Saitama Univ.) / Keita Takahashi(Nagoya Univ.) / Kei Kawamura(KDDI R&D Labs.) |
Paper Information | |
Registration To | Technical Committee on Intelligent Transport Systems Technology / Technical Committee on Image Engineering / Technical Group on Artistic Image Technology / Technical Group on Human Information / Technical Group on Media Engineering / Technical Group on Multi-media Storage / Technical Group on Consumer Electronics |
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Language | JPN |
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 |
Sub Title (in English) | |
Keyword(1) | dehazing |
Keyword(2) | contrast enhancement |
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) |
Date | 2016-02-22 |
Paper # | ITS2015-70,IE2015-112 |
Volume (vol) | vol.115 |
Number (no) | ITS-458,IE-459 |
Page | pp.pp.103-106(ITS), pp.103-106(IE), |
#Pages | 4 |
Date of Issue | 2016-02-15 (ITS, IE) |