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基于光照估计的夜间图像去雾

方帅 赵育坤 李心科 刘永进 揭斐然

电子学报2016,Vol.44Issue(11):2569-2575,7.
电子学报2016,Vol.44Issue(11):2569-2575,7.DOI:10.3969/j.issn.0372-2112.2016.11.002

基于光照估计的夜间图像去雾

Nightti me Haze Re moval Based on Illu mination Esti mation

方帅 1赵育坤 2李心科 1刘永进 1揭斐然3

作者信息

  • 1. 合肥工业大学计算机与信息学院,安徽合肥230009
  • 2. 光电控制技术重点实验室,河南洛阳471023
  • 3. 光电控制技术重点实验室,河南洛阳471023
  • 折叠

摘要

Abstract

Nighttime haze removal is more difficult,since nighttime hazy images contain degradation more serious than daytime’s due to illumination,resulting in lower brightness,lower contrast,uneven illumination,and chromatic aberra-tion,etc.Depending on imaging law of nighttime hazy image,a novel dehazing algorithm based on illumination estimation is presented.Firstly,the uneven illumination is removed by estimate the illumination map.Secondly,an entropy-based scheme for nighttime images is proposed to obtain transmission map.Finally,the color of illumination is estimated by statistics of source regions.The experimental results show that the proposed algorithm can effectively remove the uneven illumination effect,increase the image contrast and improve the image visual effect.

关键词

光照估计/去雾/颜色恒常性

Key words

illumination estimation/dehazing/color constancy

分类

信息技术与安全科学

引用本文复制引用

方帅,赵育坤,李心科,刘永进,揭斐然..基于光照估计的夜间图像去雾[J].电子学报,2016,44(11):2569-2575,7.

基金项目

国家自然科学基金(No.61175033,No.60705015);安徽省自然科学基金(No.1508085SMF222);光电控制技术重点实验室和航空科学基金联合资助项目 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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