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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
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines
CVPR 2020
Lightweight Photometric Stereo for Facial Details Recovery
CVPR 2020
Separating Particulate Matter From a Single Microscopic Image
CVPR 2020
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras
CVPR 2020
Deep Shutter Unrolling Network
CVPR 2020
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination
CVPR 2020
Neural Point Cloud Rendering via Multi-Plane Projection
CVPR 2020
Explorable Super Resolution
CVPR 2020
Exploit and Replace: An Asymmetrical Two-Stream Architecture for Versatile Light Field Saliency Detection
AAAI 2020
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction
CVPR 2020
Memory-Efficient Hierarchical Neural Architecture Search for Image Denoising
CVPR 2020
INTERSPEECH 2020 Deep Noise Suppression Challenge: A Fully Convolutional Recurrent Network (FCRN) for Joint Dereverberation and Denoising
INTERSPEECH 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
NIPS 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
NIPS 2020
CycleISP: Real Image Restoration via Improved Data Synthesis
CVPR 2020
Cross-Scale Internal Graph Neural Network for Image Super-Resolution
NIPS 2020
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring
NIPS 2020
Watch out! Motion is Blurring the Vision of Your Deep Neural Networks
NIPS 2020
An Unsupervised Information-Theoretic Perceptual Quality Metric
NIPS 2020
Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network
WACV 2020
Unsupervised Learning for Intrinsic Image Decomposition From a Single Image
CVPR 2020
From Two Rolling Shutters to One Global Shutter
CVPR 2020
Learning to Generate 3D Training Data Through Hybrid Gradient
CVPR 2020
Image Processing Using Multi-Code GAN Prior
CVPR 2020
Neural Sparse Representation for Image Restoration
NIPS 2020
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