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20242026
most citedNTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

2 citations · 2 across the 1 of their papers we have counts for

collaborators

8 papers

cs.CV20262 cited

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results

Zheng Chen, Kai Liu, Jue Gong +108

This paper presents the NTIRE 2025 image super-resolution (4) challenge, one of the associated competitions of the 10th NTIRE Workshop at CVPR 2025. The challenge aims to r…

cs.CV2025

HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder

Wooyoung Jeong, Hyun Jae Park, Seonghun Jeong +3

Hyperspectral imagery provides rich spectral detail but poses unique challenges because of its high dimensionality in both spatial and spectral domains. We propose \textit{Hyperspe…

cs.CV2025

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results

Zheng Chen, Jingkai Wang, Kai Liu +51

This paper provides a review of the NTIRE 2025 challenge on real-world face restoration, highlighting the proposed solutions and the resulting outcomes. The challenge focuses on ge…

cs.CV2025

The Tenth NTIRE 2025 Image Denoising Challenge Report

Lei Sun, Hang Guo, Bin Ren +91

This paper presents an overview of the NTIRE 2025 Image Denoising Challenge (σ = 50), highlighting the proposed methodologies and corresponding results. The primary objective is t…

eess.IV2025

Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration

Jingyun Xue, Tao Wang, Pengwen Dai +1

Under-Display Camera (UDC) is an emerging technology that achieves full-screen display via hiding the camera under the display panel. However, the current implementation of UDC cau…

cs.CV2024

EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models

Shangquan Sun, Wenqi Ren, Zikun Liu +3

Image restoration has experienced significant advancements due to the development of deep learning. Nevertheless, it encounters challenges related to ill-posed problems, resulting…