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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
Parameterized Blur Kernel Prior Learning for Local Motion Deblurring
CVPR 2025
MambaIRv2: Attentive State Space Restoration
CVPR 2025
Neural Solver of Dichromatic Reflection Model for Specular Highlight Removal
ICCV 2025
Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold
ICCV 2025
Self-Calibrating Gaussian Splatting for Large Field-of-View Reconstruction
ICCV 2025
Planar Affine Rectification from Local Change of Scale and Orientation
ICCV 2025
RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement
ICCV 2025
Generative Multiview Relighting for 3D Reconstruction under Extreme Illumination Variation
CVPR 2025
Event-guided Unified Framework for Low-light Video Enhancement, Frame Interpolation, and Deblurring
ICCV 2025
Cross-Granularity Online Optimization with Masked Compensated Information for Learned Image Compression
ICCV 2025
DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation
IJCAI 2025
Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution
ICCV 2025
EVDM: Event-based Real-world Video Deblurring with Mamba
ICCV 2025
NeRF Is a Valuable Assistant for 3D Gaussian Splatting
ICCV 2025
Partial Filter-Sharing: Improved Parameter-Sharing Method for Single Image Super-Resolution Networks
WACV 2025
Inverse Problems with Diffusion Models: A MAP Estimation Perspective
WACV 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
ICCV 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
ICCV 2025
Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior
ICCV 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution
ICCV 2025
MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration
ICCV 2025
IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera
CVPR 2025
Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution
ICCV 2025
Event-guided HDR Reconstruction with Diffusion Priors
ICCV 2025
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining
ICCV 2025
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