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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 396 papers

TitleStatusHype
Deblurring via Stochastic Refinement—0
MC-Blur: A Comprehensive Benchmark for Image DeblurringCode1
Event-Based Fusion for Motion Deblurring with Cross-modal AttentionCode1
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks—0
Intriguing Findings of Frequency Selection for Image DeblurringCode1
Restormer: Efficient Transformer for High-Resolution Image RestorationCode1
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse LearningCode0
Photon Limited Non-Blind Deblurring Using Algorithm UnrollingCode1
Generative Flows as a General Purpose Solution for Inverse ProblemsCode0
Photon-Limited Deblurring using Algorithm Unrolling—0
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image DeblurringCode1
WINNet: Wavelet-inspired Invertible Network for Image DenoisingCode1
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task LearningCode1
Rethinking Coarse-to-Fine Approach in Single Image DeblurringCode1
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural NetworkCode1
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring—0
Explore Image Deblurring via Encoded Blur Kernel SpaceCode1
Wide Receptive Field and Channel Attention Network for JPEG Compressed Image DeblurringCode0
Uformer: A General U-Shaped Transformer for Image RestorationCode1
A Deep Variational Bayesian Framework for Blind Image Deblurring—0
SNIPS: Solving Noisy Inverse Problems StochasticallyCode1
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding—0
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution—0
Helsinki Deblur Challenge 2021: description of photographic data—0
HINet: Half Instance Normalization Network for Image RestorationCode1
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All datasetsGoProHIDEHIDE (trained on GOPRO)RealBlur-JRealBlur-RRealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.5—Unverified
2MDTPSNR34.26—Unverified
3fftformerPSNR34.21—Unverified
4LoFormerPSNR34.09—Unverified
5UFPDeblurPSNR34.06—Unverified
6ALGNet-BPSNR34.05—Unverified
7MR-VNetPSNR34.04—Unverified
8Hi-IR-LPSNR33.99—Unverified
9GRLPSNR33.93—Unverified
10Instruct-IPTPSNR33.86—Unverified
#ModelMetricClaimedVerifiedStatus
1AdaRevDPSNR32.35—Unverified
2EVSSMPSNR31.97—Unverified
3ALGNet-BPSNR31.68—Unverified
4M3SNetPSNR31.49—Unverified
5MAXIM-3SSSIM0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Hi-IR-LPSNR31.64—Unverified
2M3SNetPSNR31.49—Unverified
3MHNetPSNR30.71—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR34.15—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR41.04—Unverified
#ModelMetricClaimedVerifiedStatus
1SDWNetPSNR35.85—Unverified
#ModelMetricClaimedVerifiedStatus
1EVSSMPSNR48.78—Unverified