Fast Airtight Estimation Algorithm in Dark Channel Prior for Image Dehazing Applications

被引：0
|
作者：
Tang, Sheng-Jie [1 ]
Zeng, Hao-Xuan [1 ]
Lee, Yu-Hsuan [1 ]
机构：
[1] Yuan Ze Univ, Dept Elect Engn, 135 Yuandong Rd, Taoyuan 320, Taiwan
来源：
2018 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC) | 2018年
关键词：
image dehazing; dark channel prior; airtight estimation;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The image dehazing can recover the hazed image back to the nearly haze free one. Among sophisticated image dehazing algorithms, the dark channel prior (DCP) method is more efficient owing to its effectiveness. However, the airlight estimation of DCP causes a considerable computation burden. To overcome this problem, a fast airlight estimation algorithm for DCP is proposed in this wok. The experiment result demonstrates that the estimation error rate is as minor as 1.07%, and the computation load can be reduced by 92.82%. This work can save a great amount of computation burden, while keeping a highly accurate airlight estimation for DCP.
引用
收藏
页码：80 / 81
页数：2
相关论文
共 50 条
  • [1] Improved dark channel prior image dehazing algorithm
    Gao, Peng
    Du, Lixia
    2019 2ND INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING, INDUSTRIAL MATERIALS AND INDUSTRIAL ELECTRONICS (MEIMIE 2019), 2019, : 187 - 192
  • [2] Image dehazing with dark channel prior and novel estimation model
    Huo, Bingquan
    Yin, Fengling
    International Journal of Multimedia and Ubiquitous Engineering, 2015, 10 (03): : 13 - 22
  • [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] An Adaptive Image Dehazing Algorithm based on Dark Channel Prior
    Chen, Chunlin
    Li, Jiatong
    Deng, Sibin
    Li, Feng
    Ling, Qiang
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 7472 - 7477
  • [5] Smooth Dark Channel Prior Technique for Image Dehazing Applications
    Chang, Hsuan-Yu
    Hsu, Chia-Cheng
    Lee, Yu-Hsuan
    2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TAIWAN), 2020,
  • [6] A Fast Single-Image Dehazing Algorithm Based on Dark Channel Prior and Rayleigh Scattering
    Jackson, Jehoiada
    Kun, She
    Agyekum, Kwame Obour
    Oluwasanmi, Ariyo
    Suwansrikham, Parinya
    IEEE ACCESS, 2020, 8 : 73330 - 73339
  • [7] A Fast Method for Single Image Dehazing Using Dark Channel Prior
    Liu, Feng
    Yang, Canmei
    2014 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2014, : 483 - 486
  • [8] Hybrid Dark Channel Prior for Image Dehazing Based on Transmittance Estimation by Variant Genetic Algorithm
    Wu, Long
    Chen, Jie
    Chen, Shuyu
    Yang, Xu
    Xu, Lu
    Zhang, Yong
    Zhang, Jianlong
    APPLIED SCIENCES-BASEL, 2023, 13 (08):
  • [9] Single image dehazing algorithm based on dark channel prior and inverse image
    Zhou X.
    Bai L.
    Wang C.
    Int. J. Eng. Trans. A Basics, 10 (1471-1478): : 1471 - 1478
  • [10] Single Image Dehazing Algorithm Based on Adaptive Dark Channel Prior
    Liu Guo
    Lu Qun-bo
    Liu Yang-yang
    ACTA PHOTONICA SINICA, 2018, 47 (02)
12345