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Methodology
← Processing
Computer Vision
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Processing
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Image Restoration
3606 directly classified papers
Papers per year
2003: 1
2006: 5
2007: 3
2008: 4
2009: 4
2010: 5
2011: 4
2012: 7
2013: 100
2014: 58
2015: 114
2016: 52
2017: 85
2018: 124
2019: 205
2020: 247
2021: 382
2022: 297
2023: 505
2024: 543
2025: 685
2026: 176
Papers
HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
CVPR 2025
CODE: Confident Ordinary Differential Editing
AAAI 2025
A Deep Learning Method for Document Shadow Removal with Sobel Prior under Mask Supervision
AAAI 2025
IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution
ICCV 2025
EDFFDNet: Towards Accurate and Efficient Unsupervised Multi-Grid Image Registration
ICCV 2025
MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction
WACV 2025
AAA-Gaussians: Anti-Aliased and Artifact-Free 3D Gaussian Rendering
ICCV 2025
Inpaint4Drag: Repurposing Inpainting Models for Drag-Based Image Editing via Bidirectional Warping
ICCV 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration
ICCV 2025
Fast Algorithm for Constrained Linear Inverse Problems
JMLR 2025
Emulating Self-attention with Convolution for Efficient Image Super-Resolution
ICCV 2025
Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion
ICCV 2025
Low-Light Image Enhancement Using Event-Based Illumination Estimation
ICCV 2025
Through the Curved Cover: Synthesizing Cover Aberrated Scenes with Refractive Field
WACV 2025
TRNeRF: Restoring Blurry Rolling Shutter and Noisy Thermal Images with Neural Radiance Fields
WACV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
ICCV 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
ICCV 2025
Robust Unfolding Network for HDR Imaging with Modulo Cameras
ICCV 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution
ICCV 2025
MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration
ICCV 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction
ICCV 2025
PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy
ACL 2025
Event-based Video Super-Resolution via State Space Models
CVPR 2025
SpecTRe-GS: Modeling Highly Specular Surfaces with Reflected Nearby Objects by Tracing Rays in 3D Gaussian Splatting
CVPR 2025
SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting
ICCV 2025
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