2015 |
CVPR |
Learning a convolutional neural network for non-uniform motion blur removal |
Code 1,Code 2 |
2015 |
BMVC |
Convolutional neural networks for direct text deblurring |
Code and Project Page |
2016 |
ECCV |
A neural approach to blind motion deblurring |
Code |
2016 |
PAMI |
Learning to deblur |
|
2017 |
CVPR |
Deep multi-scale convolutional neural network for dynamic scene deblurring |
Code |
2017 |
CVPR |
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur |
Code & Project page |
2017 |
ICCV |
Blur-Invariant Deep Learning for Blind Deblurring |
|
2017 |
ICCV |
Learning to Super-resolve Blurry Face and Text Images |
Code & Project page |
2017 |
ICCV |
Learning Discriminative Data Fitting Functions for Blind Image Deblurring |
Code |
2018 |
ICIP |
Semi-supervised Learning of Camera Motion from a Blurred Image |
|
2018 |
TIP |
Motion blur kernel estimation via deep learning |
Code & Project page |
2018 |
CVPR |
Deep Semantic Face Deblurring |
Code |
2018 |
CVPR |
Learning a Discriminative Prior for Blind Image Deblurring |
Code & Project page |
2018 |
CVPR |
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks |
Code |
2018 |
CVPR |
Scale-recurrent network for deep image deblurring |
Code |
2018 |
CVPR |
Deblurgan: Blind motion deblurring using conditional adversarial networks |
Code-Pytorch |
2018 |
ECCV |
Unsupervised Class-Specific Deblurring |
|
2018 |
BMVC |
Gated Fusion Network for Joint Image Deblurring and Super-Resolution |
Code |
2019 |
WACV |
Gyroscope-Aided Motion Deblurring with Deep Networks |
Code |
2019 |
CVPR |
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections |
|
2019 |
CVPR |
Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring |
Code |
2019 |
CVPR |
Unsupervised Domain-Specific Deblurring via Disentangled Representations |
Code |
2019 |
CVPR |
Bringing Alive Blurred Moments |
Project page & Results-on-benchmark-datasets |
2019 |
CVPR |
Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution |
|
2019 |
ICCV |
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better |
Code |
2019 |
ICCV (HIDE) |
Human-Aware Motion Deblurring |
|
2019 |
BMVC |
Blind image deconvolution using deep generative priors |
|
2019 |
ACMMM |
Tell Me Where It is Still Blurry: Adversarial Blurred Region Mining and Refining |
|
2019 |
IJCV |
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement |
Code |
2020 |
AAAI |
Learning to Deblur Face Images via Sketch Synthesis |
|
2020 |
AAAI |
Region-Adaptive Dense Network for Efficient Motion Deblurring |
|
2020 |
WACV |
DAVID: Dual-Attentional Video Deblurring |
|
2020 |
CVPR |
Neural Blind Deconvolution Using Deep Priors |
Code |
2020 |
CVPR |
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring |
|
2020 |
CVPR |
Deblurring by Realistic Blurring |
Code |
2020 |
CVPR |
Learning Event-Based Motion Deblurring |
|
2020 |
CVPR |
Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training |
|
2020 |
CVPR |
Deblurring using Analysis-Synthesis Networks Pair |
|
2020 |
ECCV |
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training |
|
2020 |
TIP |
Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling |
|
2020 |
TIP |
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks |
Code |
2020 |
TIP |
Dark and bright channel prior embedded network for dynamic scene deblurring |
Code |
2020 |
TIP |
Dynamic Scene Deblurring by Depth Guided Model |
|
2020 |
IEEEAccess |
Scale-Iterative Upscaling Network for Image Deblurring |
Code |
2020 |
ACCV |
Human Motion Deblurring using Localized Body Prior |
|
2020 |
TPAMI |
Physics-Based Generative Adversarial Models for Image Restoration and Beyond |
[Code] |
2020 |
TCI |
Blind Image Deconvolution using Deep Generative Priors |
|
2020 |
Arxiv |
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring |
|
2021 |
TPAMI |
Exposure Trajectory Recovery from Motion Blur |
Code |
2021 |
Arxiv |
BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring |
Code |
2021 |
CVPR |
Multi-Stage Progressive Image Restoration |
Code |
2021 |
CVPR |
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects |
Code |
2021 |
CVPR |
Blind Deblurring for Saturated Images |
|
2021 |
CVPR |
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning |
|
2021 |
CVPR |
Explore Image Deblurring via Encoded Blur Kernel Space |
Code |
2021 |
ICCV |
Spatially-Adaptive Image Restoration using Distortion-Guided Networks |
Code |
2021 |
ICCV |
Rethinking Coarse-To-Fine Approach in Single Image Deblurring |
Code |
2021 |
ICCV |
Perceptual Variousness Motion Deblurring With Light Global Context Refinement |
|
2021 |
ICCV |
Pyramid Architecture Search for Real-Time Image Deblurring |
|
2021 |
ICCV |
Searching for Controllable Image Restoration Networks |
Code |
2021 |
TIP |
Structure-Aware Motion Deblurring Using Multi-Adversarial Optimized CycleGAN |
|
2021 |
JSTS |
Degradation Aware Approach to Image Restoration Using Knowledge Distillation |
|
2021 |
Arxiv |
Non-uniform Blur Kernel Estimation via Adaptive Basis Decomposition |
Code |
2021 |
Arxiv |
Clean Images are Hard to Reblur: A New Clue for Deblurring |
|
2021 |
CVIU |
Single-image deblurring with neural networks: A comparative survey |
|
2021 |
TIP |
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding |
|
2021 |
NC |
Deep Robust Image Deblurring via Blur Distilling and Information Comparison in Latent Space |
|
2022 |
IJCV |
Deep Image Deblurring: A Survey |
|