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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 396 papers

TitleStatusHype
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing FlowsCode0
Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior—0
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring—0
Self-Supervised Multi-Scale Network for Blind Image Deblurring via Alternating Optimization—0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser NetworkCode0
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems—0
Restoring Real-World Degraded Events Improves Deblurring QualityCode0
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image RestorationCode0
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View—0
NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning—0
Proximal Interacting Particle Langevin AlgorithmsCode0
A Dictionary Based Approach for Removing Out-of-Focus BlurCode0
Blind Image Deblurring with FFT-ReLU Sparsity PriorCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images—0
A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator—0
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts—0
One-Shot Image Restoration—0
Single Stage Adaptive Multi-Attention Network for Image RestorationCode0
Efficient Concertormer for Image Deblurring and Beyond—0
Gyro-based Neural Single Image Deblurring—0
Spread Your Wings: A Radial Strip Transformer for Image Deblurring—0
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains—0
A Fast Blind Deblurring Algorithm Using Local Gradient Product PriorCode0
Learning to Deblur Polarized Images—0
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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