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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
Fast Image Super-Resolution via Consistency Rectified Flow
ICCV 2025
Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP
ICCV 2025
IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising
ICCV 2025
PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos
ICCV 2025
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
ICCV 2025
Conditional Visual Autoregressive Modeling for Pathological Image Restoration
ICCV 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction
ICCV 2025
DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination
WACV 2025
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
CVPR 2025
Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion
CVPR 2025
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance
CVPR 2025
Twinner: Shining Light on Digital Twins in a Few Snaps
CVPR 2025
ArtiFade: Learning to Generate High-quality Subject from Blemished Images
CVPR 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
CVPR 2025
SLVR: Super-Light Visual Reconstruction via Blueprint Controllable Convolutions and Exploring Feature Diversity Representation
CVPR 2025
GroupMamba: Efficient Group-Based Visual State Space Model
CVPR 2025
Consistency Posterior Sampling for Diverse Image Synthesis
CVPR 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising
CVPR 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging
CVPR 2025
Open-World Amodal Appearance Completion
CVPR 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
CVPR 2025
Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues
CVPR 2025
HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
CVPR 2025
ACL: Activating Capability of Linear Attention for Image Restoration
CVPR 2025
The Power of Context: How Multimodality Improves Image Super-Resolution
CVPR 2025
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