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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
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual
CVPR 2025
Arbitrary-steps Image Super-resolution via Diffusion Inversion
CVPR 2025
PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes
CVPR 2025
Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise
CVPR 2025
Timestep-Aware Diffusion Model for Extreme Image Rescaling
ICCV 2025
Detail-Preserving Latent Diffusion for Stable Shadow Removal
CVPR 2025
MambaIRv2: Attentive State Space Restoration
CVPR 2025
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images
CVPR 2025
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance
WACV 2025
Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
CVPR 2025
Dynamic Content Prediction with Motion-aware Priors for Blind Face Video Restoration
CVPR 2025
HUNet: Homotopy Unfolding Network for Image Compressive Sensing
CVPR 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction
CVPR 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment
CVPR 2025
LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate
CVPR 2025
Sea-ing in Low-light
CVPR 2025
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal
CVPR 2025
Toy-GS: Assembling Local Gaussians for Precisely Rendering Large-Scale Free Camera Trajectories
AAAI 2025
Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration
AAAI 2025
Sparis: Neural Implicit Surface Reconstruction of Indoor Scenes from Sparse Views
AAAI 2025
Towards Loss-Resilient Image Coding for Unstable Satellite Networks
AAAI 2025
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints
AAAI 2025
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis
ICCV 2025
FIRM: Flexible Interactive Reflection ReMoval
AAAI 2025
On Neural BRDFs: A Thorough Comparison of State-of-the-Art Approaches
WACV 2025
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