Single Image Dehazing Based on Sky Area Segmentation and Image Fusion

被引:1
|
作者
Chen, Xiangyang [1 ]
LI, Haiyue [2 ]
LI, Chuan [3 ]
Jiang, Weiwei [4 ]
Zhou, Hao [2 ,3 ,5 ]
机构
[1] Anqing Med Coll, Sch Gen Courses, Anqing 246052, Anhui, Peoples R China
[2] Chizhou Univ, Sch Big Data & Artificial Intel ligence, Chizhou 247100, Anhui, Peoples R China
[3] Chongqing Coll Int Business & Econ, Coll Big Data & Intelligent Engn, Chongqing 401520, Peoples R China
[4] Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing 100876, Peoples R China
[5] Anhui Univ Technol, Anhui Engn Lab Intelligent Applicat & Secur Ind In, Maanshan 243032, Anhui, Peoples R China
关键词
key image dehazing; histogram equalization; image fusion; dark channel prior;
D O I
10.1587/transinf.2023EDL8010
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
ince the dark channel prior (DCP)-based dehazing method is ineffective in the sky area and will cause the problem of too dark and color distortion of the image, we propose a novel dehazing method based on sky area segmentation and image fusion. We first segment the image according to the characteristics of the sky area and non-sky area of the image, then estimate the atmospheric light and transmission map ac-cording to the DCP and correct them, and then fuse the original image after the contrast adaptive histogram equalization to improve the details infor-mation of the image. Experiments illustrate that our method performs well in dehazing and can reduce image distortion. tion achieve which caused ars. the
引用
收藏
页码:1249 / 1253
页数:5
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