Image Defogging algorithm Based on Image Bright and Dark Channels

被引:0
|
作者
Wen, Shuhuan [1 ]
Zhao, Yanfang [1 ]
Ma, Jinrong [1 ]
Lam, Hak Keung [2 ]
Wang, Hongbin [1 ]
机构
[1] Yanshan Univ, Key Lab Ind Comp Control Engn Hebei Prov, Qinhuangdao, Peoples R China
[2] Kings Coll London, Dept Informat, London WC2R 2LS, England
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes an image defogging algorithm based on the combination of bright and dark channel in fog and haze weather. A model of the air light scattering is proposed based on the physical model of degraded image. Air light value and transmissivity are estimated by using the combination of light channel prior and dark channel prior. The algorithm can solve color distortion problem of sky area when fog-free image is restored, recover the image details and color, and improve the vision effect of the image. Evaluation parameters are used to compare the image quality. Simulation results show that the algorithm proposed in this paper is better than multi-scale Retinex image defogging algorithm.
引用
收藏
页码:269 / 274
页数:6
相关论文
共 50 条
  • [1] Image Defogging Based on Combination of Image Bright and Dark Channels
    Lu Huibin
    Zhao Yanfang
    Zhao Yongjie
    Wen Shuhuan
    Ma Jinrong
    Lam Hak Keung
    Wang Hongbin
    ACTA OPTICA SINICA, 2018, 38 (11)
  • [2] A Single Image Defogging Algorithm Based on Bright and Dark Region Segmentation
    Lu, Songhao
    Zhang, Dengyin
    Jin, Xiaofei
    Guo, Dingxu
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 1661 - 1667
  • [3] A Fast Video Image Defogging Algorithm Based on Dark Channel Prior
    Zhang, Erhu
    Lv, Kaihui
    Li, Yongchao
    Duan, Jinghong
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 219 - 223
  • [4] Improved color image defogging algorithm based on dark channel prior
    Shi, Haosu
    Han, Lina
    Fang, Linbo
    Dong, Huan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (06) : 8187 - 8193
  • [5] Image defogging algorithm based on improved dark channel and adaptive tolerance
    Zhong Hui-juan
    Liao Yi-peng
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2022, 37 (11) : 1488 - 1497
  • [6] Image defogging method based on bright region segmentation
    Wang Hai-qun
    Zhao Yan-qing
    Wang Yi
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2023, 38 (05) : 636 - 643
  • [7] An improved dark channel prior image defogging algorithm based on wavelength compensation
    Chen, Zhixiang
    Ou, Binna
    Tian, Qianyi
    EARTH SCIENCE INFORMATICS, 2019, 12 (04) : 501 - 512
  • [8] Adaptive Image-Defogging Algorithm Based on Bright-Field Region Detection
    Wang, Yue
    Yue, Fengying
    Duan, Jiaxin
    Zhang, Haifeng
    Song, Xiaodong
    Dong, Jiawei
    Zeng, Jiaxin
    Cui, Sidong
    PHOTONICS, 2024, 11 (08)
  • [9] An improved dark channel prior image defogging algorithm based on wavelength compensation
    Zhixiang Chen
    Binna Ou
    Qianyi Tian
    Earth Science Informatics, 2019, 12 : 501 - 512
  • [10] DESIGN OF LOW ILLUMINATION IMAGE ENHANCEMENT ALGORITHM BASED ON DARK CHANNEL DEFOGGING
    Chen, Shaoyu
    Xu, Fengqian
    Li, Qingshan
    Zheng, Yu
    International Journal of Mechatronics and Applied Mechanics, 2024, 2024 (18): : 52 - 59