Aim 2020 challenge on efficient super-resolution: Methods and results

K Zhang, M Danelljan, Y Li, R Timofte, J Liu… - Computer Vision–ECCV …, 2020 - Springer
This paper reviews the AIM 2020 challenge on efficient single image super-resolution with
focus on the proposed solutions and results. The challenge task was to super-resolve an …

Video frame interpolation: A comprehensive survey

J Dong, K Ota, M Dong - ACM Transactions on Multimedia Computing …, 2023 - dl.acm.org
Video Frame Interpolation (VFI) is a fascinating and challenging problem in the computer
vision (CV) field, aiming to generate non-existing frames between two consecutive video …

Efficient image super-resolution using pixel attention

H Zhao, X Kong, J He, Y Qiao, C Dong - … 23–28, 2020, Proceedings, Part III …, 2020 - Springer
This work aims at designing a lightweight convolutional neural network for image super
resolution (SR). With simplicity bare in mind, we construct a pretty concise and effective …

Cdfi: Compression-driven network design for frame interpolation

T Ding, L Liang, Z Zhu… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
DNN-based frame interpolation--that generates the intermediate frames given two
consecutive frames--typically relies on heavy model architectures with a huge number of …

Enhanced quadratic video interpolation

Y Liu, L Xie, L Siyao, W Sun, Y Qiao, C Dong - Computer Vision–ECCV …, 2020 - Springer
With the prosperity of digital video industry, video frame interpolation has arisen continuous
attention in computer vision community and become a new upsurge in industry. Many …

Aim 2020 challenge on learned image signal processing pipeline

A Ignatov, R Timofte, Z Zhang, M Liu, H Wang… - Computer Vision–ECCV …, 2020 - Springer
This paper reviews the second AIM learned ISP challenge and provides the description of
the proposed solutions and results. The participating teams were solving a real-world RAW …

AIM 2020: Scene relighting and illumination estimation challenge

M El Helou, R Zhou, S Süsstrunk, R Timofte… - Computer Vision–ECCV …, 2020 - Springer
We review the AIM 2020 challenge on virtual image relighting and illumination estimation.
This paper presents the novel VIDIT dataset used in the challenge and the different …

AIM 2020 challenge on real image super-resolution: Methods and results

P Wei, H Lu, R Timofte, L Lin, W Zuo, Z Pan, B Li… - Computer Vision–ECCV …, 2020 - Springer
This paper introduces the real image Super-Resolution (SR) challenge that was part of the
Advances in Image Manipulation (AIM) workshop, held in conjunction with ECCV 2020. This …

NTIRE 2021 challenge on video super-resolution

S Son, S Lee, S Nah, R Timofte… - Proceedings of the …, 2021 - openaccess.thecvf.com
Super-Resolution (SR) is a fundamental computer vision task that aims to obtain a high-
resolution clean image from the given low-resolution counterpart. This paper reviews the …

AIM 2020 challenge on rendering realistic bokeh

A Ignatov, R Timofte, M Qian, C Qiao, J Lin… - Computer Vision–ECCV …, 2020 - Springer
This paper reviews the second AIM realistic bokeh effect rendering challenge and provides
the description of the proposed solutions and results. The participating teams were solving a …