Ntire 2020 challenge on real-world image super-resolution: Methods and results
A Lugmayr, M Danelljan… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
This paper reviews the NTIRE 2020 challenge on real world super-resolution. It focuses on
the participating methods and final results. The challenge addresses the real world setting …
the participating methods and final results. The challenge addresses the real world setting …
Ntire 2020 challenge on nonhomogeneous dehazing
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 …
(restoration of rich details in hazy image). We focus on the proposed solutions and their …
Lightweight image super-resolution based on deep learning: State-of-the-art and future directions
Abstract Recently, super-resolution (SR) techniques based on deep learning have taken
more and more attention, aiming to improve the images and videos resolutions. Most of the …
more and more attention, aiming to improve the images and videos resolutions. Most of the …
Perceptual extreme super-resolution network with receptive field block
T Shang, Q Dai, S Zhu, T Yang… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Abstract Perceptual Extreme Super-Resolution for single image is extremely difficult,
because the texture details of different images vary greatly. To tackle this difficulty, we …
because the texture details of different images vary greatly. To tackle this difficulty, we …
Aim 2019 challenge on real-world image super-resolution: Methods and results
This paper reviews the AIM 2019 challenge on real world super-resolution. It focuses on the
participating methods and final results. The challenge addresses the real world setting …
participating methods and final results. The challenge addresses the real world setting …
NTIRE 2022 challenge on learning the super-resolution space
This paper reviews the NTIRE 2022 challenge on learning the super-Resolution space. This
challenge aims to raise awareness that the super-resolution problem is ill-posed. Since …
challenge aims to raise awareness that the super-resolution problem is ill-posed. Since …
NTIRE 2021 learning the super-resolution space challenge
A Lugmayr, M Danelljan… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
This paper reviews the NTIRE 2021 challenge on learning the super-Resolution space. It
focuses on the participating methods and final results. The challenge addresses the problem …
focuses on the participating methods and final results. The challenge addresses the problem …
Single-image super-resolution challenges: a brief review
S Ye, S Zhao, Y Hu, C Xie - Electronics, 2023 - mdpi.com
Single-image super-resolution (SISR) is an important task in image processing, aiming to
achieve enhanced image resolution. With the development of deep learning, SISR based on …
achieve enhanced image resolution. With the development of deep learning, SISR based on …
Investigating loss functions for extreme super-resolution
The performance of image super-resolution (SR) has been greatly improved by using
convolutional neural networks. Most of the previous SR methods have been studied up to x4 …
convolutional neural networks. Most of the previous SR methods have been studied up to x4 …
Ntire 2020 challenge on perceptual extreme super-resolution: Methods and results
This paper reviews the NTIRE 2020 challenge on perceptual extreme super-resolution with
focus on proposed solutions and results. The challenge task was to super-resolve an input …
focus on proposed solutions and results. The challenge task was to super-resolve an input …