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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
FaceMe: Robust Blind Face Restoration with Personal Identification
AAAI 2025
DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration
AAAI 2025
Diff-Shadow: Global-guided Diffusion Model for Shadow Removal
AAAI 2025
Volumetrically Consistent 3D Gaussian Rasterization
CVPR 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection
ICCV 2025
Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration
CVPR 2025
Dual-branch Graph Feature Learning for NLOS Imaging
AAAI 2025
RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
AAAI 2025
DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy
AAAI 2025
Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
AAAI 2025
GlyphSR: A Simple Glyph-Aware Framework for Scene Text Image Super-Resolution
AAAI 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
CVPR 2025
Auto-Regressive Transformation for Image Alignment
ICCV 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution
CVPR 2025
Occlusion-Embedded Hybrid Transformer for Light Field Super-Resolution
AAAI 2025
TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution
CVPR 2025
Face Retouching with Diffusion Data Generation and Spectral Restorement
ICCV 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective
CVPR 2025
Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration
ACL 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction
ICCV 2025
SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting
ICCV 2025
ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution
CVPR 2025
3D Gaussian Inpainting with Depth-Guided Cross-View Consistency
CVPR 2025
Simultaneous Motion And Noise Estimation with Event Cameras
ICCV 2025
Planar Affine Rectification from Local Change of Scale and Orientation
ICCV 2025
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