NH-HAZE: An image dehazing benchmark with non-homogeneous hazy and haze-free images

CO Ancuti, C Ancuti, R Timofte - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Image dehazing is an ill-posed problem that has been extensively studied in the recent
years. The objective performance evaluation of the dehazing methods is one of the major …

Dense-haze: A benchmark for image dehazing with dense-haze and haze-free images

CO Ancuti, C Ancuti, M Sbert… - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Single image dehazing is an ill-posed problem that has recently drawn important attention.
Despite the significant increase in interest shown for dehazing over the past few years, the …

O-haze: a dehazing benchmark with real hazy and haze-free outdoor images

CO Ancuti, C Ancuti, R Timofte… - Proceedings of the …, 2018 - openaccess.thecvf.com
Haze removal or dehazing is a challenging ill-posed problem that has drawn a significant
attention in the last few years. Despite this growing interest, the scientific community is still …

Ntire 2020 challenge on nonhomogeneous dehazing

CO Ancuti, C Ancuti, FA Vasluianu… - Proceedings of the …, 2020 - openaccess.thecvf.com
This paper reviews the NTIRE 2020 Challenge on NonHomogeneous Dehazing of images
(restoration of rich details in hazy image). We focus on the proposed solutions and their …

Ntire 2018 challenge on image dehazing: Methods and results

C Ancuti, CO Ancuti, R Timofte - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
This paper reviews the first challenge on image dehazing (restoration of rich details in hazy
image) with focus on proposed solutions and results. The challenge had 2 tracks. Track 1 …

Ntire 2019 image dehazing challenge report

CO Ancuti, C Ancuti, R Timofte… - Proceedings of the …, 2019 - openaccess.thecvf.com
This paper reviews the second challenge on image dehazing (restoration of rich details in
hazy image) with focus on proposed solutions and results. The training data consists from 55 …

Hazerd: an outdoor scene dataset and benchmark for single image dehazing

Y Zhang, L Ding, G Sharma - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
In this paper, a new dataset, HazeRD, is proposed for benchmarking dehazing algorithms
under more realistic haze conditions. HazeRD contains fifteen real outdoor scenes, for each …

NTIRE 2024 dense and non-homogeneous dehazing challenge report

CO Ancuti, C Ancuti, FA Vasluianu… - Proceedings of the …, 2024 - openaccess.thecvf.com
This study examines the results of the NTIRE 2024 Challenge on Dense and Non-
Homogeneous Dehazing. Innovative methods were introduced and tested using a new …

I-HAZE: A dehazing benchmark with real hazy and haze-free indoor images

C Ancuti, CO Ancuti, R Timofte… - Advanced Concepts for …, 2018 - Springer
Image dehazing has become an important computational imaging topic in the recent years.
However, due to the lack of ground truth images, the comparison of dehazing methods is not …

[PDF][PDF] NTIRE 2021 nonhomogeneous dehazing challenge report

CO Ancuti, C Ancuti, FA Vasluianu… - Proceedings of the …, 2021 - openaccess.thecvf.com
This work reviews the results of the NTIRE 2021 Challenge on Non-Homogeneous
Dehazing. The proposed techniques and their results have been evaluated on a novel …