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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
Denoising Diffusion Models for High-Resolution Microscopy Image Restoration
WACV 2025
DiHuR: Diffusion-Guided Generalizable Human Reconstruction
WACV 2025
Toward Material-Agnostic System Identification from Videos
ICCV 2025
Bayesian Optimal Latent Projection for Noisy Image Restoration
WACV 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising
AAAI 2025
Inverse Problems with Diffusion Models: A MAP Estimation Perspective
WACV 2025
Timestep-Aware Diffusion Model for Extreme Image Rescaling
ICCV 2025
RiemStega: Covariance-Based Loss for Print-Proof Transmission of Data in Images
WACV 2025
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis
ICCV 2025
CorrFill: Enhancing Faithfulness in Reference-Based Inpainting with Correspondence Guidance in Diffusion Models
WACV 2025
Block-Based Multi-Scale Image Rescaling
AAAI 2025
NightHaze: Nighttime Image Dehazing via Self-Prior Learning
AAAI 2025
MUN: Image Forgery Localization Based on M³ Encoder and UN Decoder
AAAI 2025
GlyphSR: A Simple Glyph-Aware Framework for Scene Text Image Super-Resolution
AAAI 2025
DocMatcher: Document Image Dewarping via Structural and Textual Line Matching
WACV 2025
Separation for Better Integration: Disentangling Edge and Motion in Event-based Deblurring
ICCV 2025
Swin-: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers
WACV 2025
Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization
ICCV 2025
FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching
ICCV 2025
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing
WACV 2025
CLIP-RestoreX: Restore Image Structure and Perception in Exposure Correction
AAAI 2025
GaSLight: Gaussian Splats for Spatially-Varying Lighting in HDR
ICCV 2025
SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning
ICCV 2025
Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration
ICCV 2025
ISP2HRNet: Learning to Reconstruct High Resolution Image from Irregularly Sampled Pixels via Hierarchical Gradient Learning
ICCV 2025
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