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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
DAVANet: Stereo Deblurring With View Aggregation
CVPR 2019
Sea-Thru: A Method for Removing Water From Underwater Images
CVPR 2019
GIF2Video: Color Dequantization and Temporal Interpolation of GIF Images
CVPR 2019
ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification
CVPR 2019
Single Image Reflection Removal Beyond Linearity
CVPR 2019
A Bayesian Perspective on the Deep Image Prior
CVPR 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements
CVPR 2019
Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining
CVPR 2019
World From Blur
CVPR 2019
Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
CVPR 2019
PMS-Net: Robust Haze Removal Based on Patch Map for Single Images
CVPR 2019
Learning Parallax Attention for Stereo Image Super-Resolution
CVPR 2019
A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images
CVPR 2019
Deep Spherical Quantization for Image Search
CVPR 2019
Adversarial Defense by Stratified Convolutional Sparse Coding
CVPR 2019
Pixel-Adaptive Convolutional Neural Networks
CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution
CVPR 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers
CVPR 2019
Training Image Estimators without Image Ground Truth
NIPS 2019
Region-specific Diffeomorphic Metric Mapping
NIPS 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images
NIPS 2019
Rethinking the CSC Model for Natural Images
NIPS 2019
Residual Networks for Light Field Image Super-Resolution
CVPR 2019
Unprocessing Images for Learned Raw Denoising
CVPR 2019
3D Appearance Super-Resolution With Deep Learning
CVPR 2019
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