ML Anthology

NTIRE 2020 Challenge on NonHomogeneous Dehazing

Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem M. Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal
CVPRW 2020 pp. 2029-2044
doi:10.1109/CVPRW50498.2020.00253 /cvprw/2020/ancuti2020cvprw-ntire/

Abstract

This paper reviews the NTIRE 2020 Challenge on Non-Homogeneous Dehazing of images (restoration of rich details in hazy image). We focus on the proposed solutions and their results evaluated on NH-Haze, a novel dataset consisting of 55 pairs of real haze free and nonhomogeneous hazy images recorded outdoor. NH-Haze is the first realistic nonhomogeneous haze dataset that provides ground truth images. The nonhomogeneous haze has been produced using a professional haze generator that imitates the real conditions of haze scenes. 168 participants registered in the challenge and 27 teams competed in the final testing phase. The proposed solutions gauge the state-of-the-art in image dehazing.

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Cite

Text

Ancuti et al. "NTIRE 2020 Challenge on NonHomogeneous Dehazing." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020. doi:10.1109/CVPRW50498.2020.00253

Markdown

[Ancuti et al. "NTIRE 2020 Challenge on NonHomogeneous Dehazing." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020.](https://mlanthology.org/cvprw/2020/ancuti2020cvprw-ntire/) doi:10.1109/CVPRW50498.2020.00253

BibTeX

@inproceedings{ancuti2020cvprw-ntire,
  title     = {{NTIRE 2020 Challenge on NonHomogeneous Dehazing}},
  author    = {Ancuti, Codruta O. and Ancuti, Cosmin and Vasluianu, Florin-Alexandru and Timofte, Radu and Liu, Jing and Wu, Haiyan and Xie, Yuan and Qu, Yanyun and Ma, Lizhuang and Huang, Ziling and Deng, Qili and Chao, Ju-Chin and Yang, Tsung-Shan and Chen, Peng-Wen and Hsu, Po-Min and Liao, Tzu-Yi and Sun, Chung-En and Wu, Pei-Yuan and Do, Jeonghyeok and Park, Jongmin and Kim, Munchurl and Metwaly, Kareem M. and Li, Xuelu and Guo, Tiantong and Monga, Vishal and Yu, Mingzhao and Cherukuri, Venkateswararao and Chuang, Shiue-Yuan and Lin, Tsung-Nan and Lee, David and Chang, Jerome and Wang, Zhan-Han and Chang, Yu-Bang and Lin, Chang-Hong and Dong, Yu and Zhou, Hongyu and Kong, Xiangzhen and Das, Sourya Dipta and Dutta, Saikat and Zhao, Xuan and Ouyang, Bing and Estrada, Dennis and Wang, Meiqi and Su, Tianqi and Chen, Siyi and Sun, Bangyong and de Dravo, Vincent Jacob Whannou and Yu, Zhe and Narang, Pratik and Mehra, Aryan and Raghunath, Navaneeth and Mandal, Murari},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2020},
  pages     = {2029-2044},
  doi       = {10.1109/CVPRW50498.2020.00253},
  url       = {https://mlanthology.org/cvprw/2020/ancuti2020cvprw-ntire/}
}