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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
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
DEPTHOR: Depth Enhancement from a Practical Light-Weight dToF Sensor and RGB Image
ICCV 2025
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
AAAI 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
ICCV 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
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
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining
ICCV 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion
ICCV 2025
UnDIVE: Generalized Underwater Video Enhancement using Generative Priors
WACV 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ICCV 2025
PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution
ICCV 2025
Removing Reflections from RAW Photos
CVPR 2025
AC-IND: Sparse CT Reconstruction Based on Attenuation Coefficient Estimation and Implicit Neural Distribution
WACV 2025
ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer
ICCV 2025
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration
ICCV 2025
OccFlowNet: Occupancy Estimation via Differentiable Rendering and Occupancy Flow
WACV 2025
Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement
ICCV 2025
MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices
ICCV 2025
FaVoR: Features via Voxel Rendering for Camera Relocalization
WACV 2025
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
WACV 2025
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement
ICCV 2025
SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting
ICCV 2025
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