NTIRE 2024 challenge on bracketing image restoration and enhancement: Datasets methods and results

Z Zhang, S Zhang, R Wu, W Zuo… - Proceedings of the …, 2024 - openaccess.thecvf.com
Low-light photography presents significant challenges. Multi-image processing methods
have made numerous attempts to obtain high-quality photos yet remain unsatisfactory …

Video super-resolution based on deep learning: a comprehensive survey

H Liu, Z Ruan, P Zhao, C Dong, F Shang, Y Liu… - Artificial Intelligence …, 2022 - Springer
Video super-resolution (VSR) is reconstructing high-resolution videos from low resolution
ones. Recently, the VSR methods based on deep neural networks have made great …

Lavie: High-quality video generation with cascaded latent diffusion models

Y Wang, X Chen, X Ma, S Zhou, Z Huang… - International Journal of …, 2024 - Springer
This work aims to learn a high-quality text-to-video (T2V) generative model by leveraging a
pre-trained text-to-image (T2I) model as a basis. It is a highly desirable yet challenging task …

Neural video compression with diverse contexts

J Li, B Li, Y Lu - Proceedings of the IEEE/CVF Conference …, 2023 - openaccess.thecvf.com
For any video codecs, the coding efficiency highly relies on whether the current signal to be
encoded can find the relevant contexts from the previous reconstructed signals. Traditional …

Vrt: A video restoration transformer

J Liang, J Cao, Y Fan, K Zhang… - … on Image Processing, 2024 - ieeexplore.ieee.org
Video restoration aims to restore high-quality frames from low-quality frames. Different from
single image restoration, video restoration generally requires to utilize temporal information …

Satellite video super-resolution via multiscale deformable convolution alignment and temporal grou** projection

Y **ao, X Su, Q Yuan, D Liu, H Shen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
As a new earth observation tool, satellite video has been widely used in remote-sensing
field for dynamic analysis. Video super-resolution (VSR) technique has thus attracted …