The ninth NTIRE 2024 efficient super-resolution challenge report
This paper provides a comprehensive review of the NTIRE 2024 challenge focusing on
efficient single-image super-resolution (ESR) solutions and their outcomes. The task of this …
efficient single-image super-resolution (ESR) solutions and their outcomes. The task of this …
NTIRE 2023 challenge on image super-resolution (x4): Methods and results
This paper reviews the NTIRE 2023 challenge on image super-resolution (x4), focusing on
the proposed solutions and results. The task of image super-resolution (SR) is to generate a …
the proposed solutions and results. The task of image super-resolution (SR) is to generate a …
Residual local feature network for efficient super-resolution
Deep learning based approaches has achieved great performance in single image super-
resolution (SISR). However, recent advances in efficient super-resolution focus on reducing …
resolution (SISR). However, recent advances in efficient super-resolution focus on reducing …
Blueprint separable residual network for efficient image super-resolution
Recent advances in single image super-resolution (SISR) have achieved extraordinary
performance, but the computational cost is too heavy to apply in edge devices. To alleviate …
performance, but the computational cost is too heavy to apply in edge devices. To alleviate …
A hybrid network of cnn and transformer for lightweight image super-resolution
J Fang, H Lin, X Chen, K Zeng - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Recently, a number of CNN based methods have made great progress in single image
super-resolution. However, these existing architectures commonly build massive number of …
super-resolution. However, these existing architectures commonly build massive number of …
NTIRE 2024 image shadow removal challenge report
This work reviews the results of the NTIRE 2024 Challenge on Shadow Removal. Building
on the last year edition the current challenge was organized in two tracks with a track …
on the last year edition the current challenge was organized in two tracks with a track …
Ntire 2022 spectral recovery challenge and data set
This paper reviews the third biennial challenge on spectral reconstruction from RGB images,
ie, the recovery of whole-scene hyperspectral (HS) information from a 3-channel RGB …
ie, the recovery of whole-scene hyperspectral (HS) information from a 3-channel RGB …
Efficient image super-resolution using vast-receptive-field attention
The attention mechanism plays a pivotal role in designing advanced super-resolution (SR)
networks. In this work, we design an efficient SR network by improving the attention …
networks. In this work, we design an efficient SR network by improving the attention …
NTIRE 2023 challenge on light field image super-resolution: Dataset, methods and results
In this report, we summarize the first NTIRE challenge on light field (LF) image super-
resolution (SR), which aims at super-resolving LF images under the standard bicubic …
resolution (SR), which aims at super-resolving LF images under the standard bicubic …
Spatially-adaptive feature modulation for efficient image super-resolution
Although deep learning-based solutions have achieved impressive reconstruction
performance in image super-resolution (SR), these models are generally large, with …
performance in image super-resolution (SR), these models are generally large, with …