OpenCodePapers
deblurring-on-realblur-r-trained-on-gopro
Blind Image Deblurring
Deblurring
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Paper
Code
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ModelName
ReleaseDate
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AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
✓ Link
36.53
0.957
AdaRevD
2024-06-13
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring
✓ Link
36.35
0.961
ALGNet
2024-03-29
Uformer: A General U-Shaped Transformer for Image Restoration
✓ Link
36.22
0.957
Uformer-B
2021-06-06
Restormer: Efficient Transformer for High-Resolution Image Restoration
✓ Link
36.19
0.957
Restormer
2021-11-18
Intriguing Findings of Frequency Selection for Image Deblurring
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36.11
0.955
DeepRFT
2021-11-23
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains
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36.09
0.955
DeblurDiNAT-L
2024-03-19
Revisiting Image Deblurring with an Efficient ConvNet
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36.08
0.955
LaKDNet
2023-02-04
Multi-Stage Progressive Image Restoration
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35.99
0.952
MPRNet
2021-02-04
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring
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35.93
0.953
MSSNet
2022-02-19
MAXIM: Multi-Axis MLP for Image Processing
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35.78
MAXIM
2022-01-09
Blind Image Deblurring Using Dark Channel Prior
34.01
0.916
Pan et al
2016-06-01
Deblurring Low-light Images with Light Streaks
33.67
0.916
Hu et al
2014-06-01
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring
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0.948
DMPHN
2019-04-06
Scale-recurrent Network for Deep Image Deblurring
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0.947
SRN
2018-02-06
Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
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0.947
Zhang et al
2018-06-01
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
✓ Link
0.944
DeblurGAN-v2
2019-08-10
Unnatural L0 Sparse Representation for Natural Image Deblurring
0.937
Xu et al
2013-06-01
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
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0.903
DeblurGAN
2017-11-19
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
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0.841
Nah et al
2016-12-07