Single Image Fog Removal Algorithm based on an Improved Dark Channel Prior Method

被引:0
作者
Sun, Chi-Chia [1 ]
Lai, Heng-Chi [1 ]
Sheu, Ming-Hwa [2 ]
Huang, Yi-Hsing [2 ]
机构
[1] NFU, Dept EE, Huwei, Taiwan
[2] NYUST, Dept EE, Touliu, Yunlin, Taiwan
来源
2016 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ISPACS) | 2016年
关键词
Fog Remove; Image Restoration; Image Enhancement; Image Dehazing;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, how to make surveillance cameras running in all weather conditions become a very important research topic. Because surveillance images are often influenced by the weather conditions in a real world. In this paper, a fast single image fog removal algorithm based on an improved dark channel prior method is proposed. Compared to the latest works, the proposed algorithm can increase 28.5% computing speed and 41.8% image contrast ratio. Meanwhile, it can remove fog efficiently without the influence in the night too.
引用
收藏
页码:337 / 340
页数:4
相关论文
共 50 条
[21]   Unstructured Road Image Enhancement Method in Amblyopia Environment Based on Improved Dark Channel Prior [J].
Xue, Pengyu ;
Yang, Chen ;
Cheng, Yuejun ;
Feng, Ping ;
Wang, Hongliang ;
Pi, Dawei .
2024 8TH CAA INTERNATIONAL CONFERENCE ON VEHICULAR CONTROL AND INTELLIGENCE, CVCI, 2024,
[22]   A Fast Method for Single Image Dehazing Using Dark Channel Prior [J].
Liu, Feng ;
Yang, Canmei .
2014 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2014, :483-486
[23]   An Effective Algorithm for Single Image Fog Removal [J].
Xin Wang ;
Xin Zhang ;
Hangcheng Zhu ;
Qiong Wang ;
Chen Ning .
Mobile Networks and Applications, 2021, 26 :1250-1258
[24]   An Effective Algorithm for Single Image Fog Removal [J].
Wang, Xin ;
Zhang, Xin ;
Zhu, Hangcheng ;
Wang, Qiong ;
Ning, Chen .
MOBILE NETWORKS & APPLICATIONS, 2021, 26 (03) :1250-1258
[25]   Enhancement Dark channel Algorithm of Color Fog Image Based on the local segmentation [J].
Gao, Yin ;
Yun, Li-jun ;
Shi, Jun-sheng ;
Xu, Ling-zhang .
SELECTED PAPERS FROM CONFERENCES OF THE PHOTOELECTRONIC TECHNOLOGY COMMITTEE OF THE CHINESE SOCIETY OF ASTRONAUTICS 2014, PT II, 2015, 9522
[26]   Image Haze Removal Using Dark Channel Prior [J].
Liu, ShaSha ;
Shen, Xianghui .
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER, NETWORKS AND COMMUNICATION ENGINEERING (ICCNCE 2013), 2013, 30 :269-271
[27]   Single Image Reflection Removal based on Knowledge-Distilling Content Disentanglement and Dark Channel Prior [J].
Peng, Yan-Tsung ;
Cheng, Kai-Han ;
Hsiao, Hung-Hsuan ;
Yoon, Aiden ;
Chen, Zihao .
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2025, 41 (03) :543-557
[28]   An image fusion dehazing algorithm based on dark channel prior and retinex [J].
Wei, Zhongliang ;
Zhu, Guangli ;
Liang, Xingzhu ;
Liu, Wenjuan .
INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2020, 23 (02) :115-123
[29]   Underwater Image Enhancement Based on the Improved Algorithm of Dark Channel [J].
Zhu, Dachang .
MATHEMATICS, 2023, 11 (06)
[30]   Variational Formulation of Dark Channel Prior for Single Image Dehazing [J].
Stipetic, Vedran ;
Loncaric, Sven .
JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2022, 64 (08) :845-854