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
  • [1] An Improved Single Image Haze Removal Algorithm Based on Dark Channel Prior and Histogram Specification
    Yang, Shuai
    Zhu, Qingsong
    Wang, Jianjun
    Wu, Di
    Xie, Yaoqin
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 279 - 292
  • [2] An Improved Image Clearness Algorithm Based on Dark Channel Prior
    Huang Darong
    Fang Zhou
    Zhao Ling
    Chu Xiaoyan
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 7350 - 7355
  • [3] An Improved Image Dehazing Algorithm Based on Dark Channel Prior
    Liu, Jiajie
    Zheng, Jieying
    Cui, Ziguan
    Tang, Guijin
    Liu, Feng
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 1401 - 1404
  • [4] Single Image Dehazing Based on Improved Dark Channel Prior and Unsharp Masking Algorithm
    Peng, Liting
    Li, Bo
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, PT I, 2018, 10954 : 347 - 358
  • [5] A Fast Method for Single Image Haze Removal Based on Multiscale Dark Channel Prior
    Hong, Hanyu
    Liu, Zhao
    Shi, Yu
    Hua, Xia
    MIPPR 2017: PARALLEL PROCESSING OF IMAGES AND OPTIMIZATION TECHNIQUES; AND MEDICAL IMAGING, 2018, 10610
  • [6] An Improved Image Defogging Method Based on Dark Channel Prior
    Li, Changli
    Fan, Tanghuai
    Ma, Xiao
    Zhang, Zhen
    Wu, Hongxin
    Chen, Lin
    2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 414 - 417
  • [7] Modified Image Haze Removal Algorithm Based on Dark Channel Prior
    Hu, Junpeng
    Li, Zuoyong
    Chen, Xinwei
    2019 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2019), 2019, : 1600 - 1605
  • [8] 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
  • [9] Single Image Reflection Removal Based on Dark Channel Sparsity Prior
    Zhang, Xinxin
    Xing, Kaixin
    Liu, Qifang
    Chen, Da
    Yin, Yilong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 33 (11) : 6431 - 6442
  • [10] Single-Image Dehazing Based on Improved Bright Channel Prior and Dark Channel Prior
    Li, Chuan
    Yuan, Changjiu
    Pan, Hongbo
    Yang, Yue
    Wang, Ziyan
    Zhou, Hao
    Xiong, Hailing
    ELECTRONICS, 2023, 12 (02)
12345