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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
GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction
CVPR 2025
Liberated-GS: 3D Gaussian Splatting Independent from SfM Point Clouds
ICCV 2025
Timestep-Aware Diffusion Model for Extreme Image Rescaling
ICCV 2025
SpikeGS: Reconstruct 3D Scene Captured by a Fast-Moving Bio-Inspired Camera
AAAI 2025
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
CVPR 2025
QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception
AAAI 2025
GAP: Gaussianize Any Point Clouds with Text Guidance
ICCV 2025
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment
CVPR 2025
Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes
AAAI 2025
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity Representation
CVPR 2025
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables
ICCV 2025
Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal
ICCV 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting
ICCV 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution
AAAI 2025
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images
CVPR 2025
GroupMamba: Efficient Group-Based Visual State Space Model
CVPR 2025
Fast Algorithm for Constrained Linear Inverse Problems
JMLR 2025
LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization
ICCV 2025
Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution
AAAI 2025
Towards a Universal Image Degradation Model via Content-Degradation Disentanglement
ICCV 2025
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning
AAAI 2025
Unsupervised Diffusion-Based Degradation Modeling for Real-World Super-Resolution
AAAI 2025
PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy
ACL 2025
MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration
ICCV 2025
Blind Noisy Image Deblurring Using Residual Guidance Strategy
ICCV 2025
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