吉林大学学报（理学版）Issue(3)：525-530,6.DOI:10.13413/j.cnki.jdxblxb.2014.03.22
基于滤波的单幅图像去雾方法
Single Image Dehazing Method Based on Filters
摘要
Abstract
This paper introduces a novel single image dehazing method based on filters.Firstly,in order to maintain a good edge smooth texture,the initial atmospheric scattering light is estimated via bilateral filtering.Then,the initial atmospheric scattering light is refined via the adaptive median filter to keep sharp edges,smooth texture,and actual depth information.Next,the atmospheric light is obtained by the hierarchical searching method of quad-tree subdivision.Finally,the dehazed image is restored by solving the atmosphere attenuation model.Compared with the results obtained by several existing classical dehazing methods,the experimental results show that the dehazed image by our proposed method is closer to the real scene image.Especially,it exhibits obvious superiority in dehazing regions with rich texture and distant scene.关键词
图像去雾/双边滤波/自适应中值滤波/四叉树分解Key words
image dehazing/bilateral filtering/adaptive median filter/quad-tree subdivision分类
信息技术与安全科学引用本文复制引用
王永虎,管庆吉,李劲松,齐妙..基于滤波的单幅图像去雾方法[J].吉林大学学报（理学版）,2014,(3):525-530,6.基金项目
国家自然科学基金(批准号:11271064)和吉林省科技发展计划项目青年科研基金(批准号:201201070) （批准号:11271064）
