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一种快速的单幅图像去雾算法

刘杰平 黄炳坤 韦岗

电子学报2017,Vol.45Issue(8):1896-1901,6.
电子学报2017,Vol.45Issue(8):1896-1901,6.DOI:10.3969/j.issn.0372-2112.2017.08.013

一种快速的单幅图像去雾算法

A Fast Effective Single Image Dehazing Algorithm

刘杰平 1黄炳坤 1韦岗1

作者信息

  • 1. 华南理工大学电子与信息学院,广东广州 510640
  • 折叠

摘要

Abstract

A fast and effective single image dehazing algorithm is proposed in order to solve the problems of low efficiency and the color distortion of the bright grey areas after dehazing algorithm of using dark channel prior.First,the algorithm estimates the rough transmittance and the atmospheric light based on HSI color space.Then,the final transmittance is generated after smoothing the rough transmittance by guided filter and correcting the transmittance of the bright grey areas by a threshold method.Finally,tone mapping are used to get the restored image.Experiments show that the proposed algorithm has high efficiency,which can effectively improve the visibility and contrast of the restored image.

关键词

图像去雾/暗原色先验/HSI色彩空间/大气散射模型

Key words

image dehazing/dark channel prior/HSI color space/atmospheric scattering model

分类

信息技术与安全科学

引用本文复制引用

刘杰平,黄炳坤,韦岗..一种快速的单幅图像去雾算法[J].电子学报,2017,45(8):1896-1901,6.

基金项目

国家自然科学基金(No.61327005) (No.61327005)

国家工程技术研究中心项目(No.2013FU125X02) (No.2013FU125X02)

广东省短距离无线探测与通信重点实验室项目(No.2014B030301010) (No.2014B030301010)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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