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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
Diff-Shadow: Global-guided Diffusion Model for Shadow Removal
AAAI 2025
Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising
ICCV 2025
Instant GaussianImage: A Generalizable and Self-Adaptive Image Representation via 2D Gaussian Splatting
ICCV 2025
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation
ICCV 2025
Outlier-Aware Post-Training Quantization for Image Super-Resolution
ICCV 2025
Lifting the Structural Morphing for Wide-Angle Images Rectification: Unified Content and Boundary Modeling
ICCV 2025
Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework
ICCV 2025
AAA-Gaussians: Anti-Aliased and Artifact-Free 3D Gaussian Rendering
ICCV 2025
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
ICCV 2025
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression
AAAI 2025
Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field Reconstruction
CVPR 2025
Rolling Shutter Correction with Intermediate Distortion Flow Estimation
CVPR 2024
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
CVPR 2024
Bilateral Event Mining and Complementary for Event Stream Super-Resolution
CVPR 2024
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration
CVPR 2024
Adaptive Domain Learning for Cross-domain Image Denoising
NIPS 2024
Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering
CVPR 2024
Intrinsic Image Diffusion for Indoor Single-view Material Estimation
CVPR 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring
CVPR 2024
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
CVPR 2024
Motion Blur Decomposition with Cross-shutter Guidance
CVPR 2024
Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution
CVPR 2024
PolarMatte: Fully Computational Ground-Truth-Quality Alpha Matte Extraction for Images and Video using Polarized Screen Matting
CVPR 2024
CoSeR: Bridging Image and Language for Cognitive Super-Resolution
CVPR 2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
NIPS 2024
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