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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
Feature Inversion as a Lens on Vision Encoders
WACV 2026
DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration
WACV 2026
STRinGS: Selective Text Refinement in Gaussian Splatting
WACV 2026
MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging
WACV 2026
Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts
WACV 2026
From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision
WACV 2026
Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance
WACV 2026
Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
WACV 2026
DRWKV: Focusing on Object Edges for Low-Light Image Enhancement
WACV 2026
Pushing Rendering Boundaries: Hard Gaussian Splatting
AAAI 2026
ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement
AAAI 2026
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion
AAAI 2026
SODiff:Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal
AAAI 2026
RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction
AAAI 2026
Through the Water: Refractive Gaussian Splatting for Water Surface Scenes
AAAI 2026
DehazeGS: Seeing Through Fog with 3D Gaussian Splatting
AAAI 2026
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
AAAI 2026
Arbitrary-Scale 3D Gaussian Super-Resolution
AAAI 2026
Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions
AAAI 2026
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration
AAAI 2026
Monte Carlo Diffusion for Generalizable Learning-Based RANSAC
AAAI 2026
SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining
AAAI 2026
Compression Artifacts Removal for VVC with Frequency Domain Mixture of Experts Network
AAAI 2026
GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
AAAI 2026
UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening
AAAI 2026
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