Learning enriched features for real image restoration and enhancement

SW Zamir, A Arora, S Khan, M Hayat, FS Khan… - Computer Vision–ECCV …, 2020 - Springer
image restoration and enhancement algorithms. In this paper, we propose a new method
capable of performing image denoising, super-resolution and image enhancementresolution in …

Learning enriched features for fast image restoration and enhancement

SW Zamir, A Arora, S Khan, M Hayat… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
… input image, image restoration aims to recover the missing high-quality image content. … for
four image restoration and enhancement tasks corroborates the effectiveness of our approach. …

Burst image restoration and enhancement

A Dudhane, SW Zamir, S Khan… - Proceedings of the …, 2022 - openaccess.thecvf.com
restoration tasks, here we show super-resolution … -resolution, burst low-light image
enhancement and burst denoising. In super-resolution (SR), upsampling is the key step for image

Restormer: Efficient transformer for high-resolution image restoration

SW Zamir, A Arora, S Khan, M Hayat… - Proceedings of the …, 2022 - openaccess.thecvf.com
… for image restoration that is capable of modeling global connectivity and is still applicable to
large images… ing shows enhanced performance at test time where images can be of different …

[HTML][HTML] An automatic framework for endoscopic image restoration and enhancement

M Asif, L Chen, H Song, J Yang, AF Frangi - Applied Intelligence, 2021 - Springer
… area in the endoscopy images. During the endoscopy image restoration, we optimized the
… E is used to restore the local information of R with enhanced reasonability and similarity to …

An experimental-based review of image enhancement and image restoration methods for underwater imaging

Y Wang, W Song, G Fortino, LZ Qi, W Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
… of image restoration methods based on … image restoration. (4) We share our lessons-learnt
from working in this area, revealing latent difficulties and problems faced in underwater image

Uformer: A general u-shaped transformer for image restoration

Z Wang, X Cun, J Bao, W Zhou… - Proceedings of the …, 2022 - openaccess.thecvf.com
… and efficient Transformer-based structure for image restoration. Uformer is built upon an …
Uformer suitable for image restoration tasks. First, we propose the Locallyenhanced Window (…

An in-depth survey of underwater image enhancement and restoration

M Yang, J Hu, C Li, G Rohde, Y Du, K Hu - IEEE Access, 2019 - ieeexplore.ieee.org
… in underwater image restoration and enhancement, including … of underwater image restoration
and enhancement. Furthermore, … of underwater image restoration and enhancement and …

Multi-stage progressive image restoration

SW Zamir, A Arora, S Khan, M Hayat… - Proceedings of the …, 2021 - openaccess.thecvf.com
image restoration task into sub-tasks to progressively restore a degraded image. …
Learning enriched features for real image restoration and enhancement. In ECCV, 2020. 1 [88] …

Pyramid attention network for image restoration

Y Mei, Y Fan, Y Zhang, J Yu, Y Zhou, D Liu… - International Journal of …, 2023 - Springer
… the image prior widely used in image restoration algorithms … network-based methods for
image restoration do not take full … Attention module for image restoration, which captures long-…