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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
Sequence Matters: Harnessing Video Models in 3D Super-Resolution
AAAI 2025
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
CVPR 2025
StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
AAAI 2025
Shadow Removal Refinement via Material-Consistent Shadow Edges
WACV 2025
Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting
AAAI 2025
EventPSR: Surface Normal and Reflectance Estimation from Photometric Stereo Using an Event Camera
CVPR 2025
Adaptive Dual-domain Learning for Underwater Image Enhancement
AAAI 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
CVPR 2025
AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning
AAAI 2025
MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds
CVPR 2025
Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes
AAAI 2025
Consistency Posterior Sampling for Diverse Image Synthesis
CVPR 2025
EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution
AAAI 2025
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors
CVPR 2025
Memory-Augmented Re-Completion for 3D Semantic Scene Completion
AAAI 2025
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator
CVPR 2025
PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos
ICCV 2025
SoundSil-DS: Deep Denoising and Segmentation of Sound-Field Images with Silhouettes
WACV 2025
UniK3D: Universal Camera Monocular 3D Estimation
CVPR 2025
AnyMap: Learning a General Camera Model for Structure-from-Motion with Unknown Distortion in Dynamic Scenes
CVPR 2025
IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
CVPR 2025
Target Scanpath-Guided 360-Degree Image Enhancement
AAAI 2025
Debiased All-in-one Image Restoration with Task Uncertainty Regularization
AAAI 2025
PolarFree: Polarization-based Reflection-Free Imaging
CVPR 2025
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression
WACV 2025
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