Single Remote Sensing Image Dehazing

被引:133
作者
Long, Jiao [1 ]
Shi, Zhenwei [1 ]
Tang, Wei [1 ]
Zhang, Changshui [2 ]
机构
[1] Beihang Univ, Sch Astronaut, Image Proc Ctr, Beijing 100191, Peoples R China
[2] Tsinghua Univ, Dept Automat, State Key Lab Intelligent Technol & Syst, Tsinghua Natl Lab Informat Sci & Technol TNList, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Dark channel; Gaussian filter; image dehazing; remote sensing; REMOVAL; VISION;
D O I
10.1109/LGRS.2013.2245857
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Remote sensing images are widely used in various fields. However, they usually suffer from the poor contrast caused by haze. In this letter, we propose a simple, but effective, way to eliminate the haze effect on remote sensing images. Our work is based on the dark channel prior and a common haze imaging model. In order to eliminate halo artifacts, we use a low-pass Gaussian filter to refine the coarse estimated atmospheric veil. We then redefine the transmission, with the aim of preventing the color distortion of the recovered images. The main advantage of the proposed algorithm is its fast speed, while it can also achieve good results. The experimental results demonstrate that our algorithm produces visually appealing dehazing images and retains the very fine details. Moreover, for images containing partly clear and partly hazy areas, our algorithm can also achieve good results.
引用
收藏
页码:59 / 63
页数:5
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