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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 396 papers

TitleStatusHype
Plug-and-Play Posterior Sampling for Blind Inverse Problems—0
Unfolded proximal neural networks for robust image Gaussian denoising—0
Point spread function estimation for blind image deblurring problems based on framelet transform—0
Pyramid Architecture Search for Real-Time Image Deblurring—0
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms—0
Recent Progress in Image Deblurring—0
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image—0
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts—0
Regularization by Denoising via Fixed-Point Projection (RED-PRO)—0
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration—0
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems—0
Rethinking Blur Synthesis for Deep Real-World Image Deblurring—0
Robust Kernel Estimation With Outliers Handling for Image Deblurring—0
Scale Adaptive Blind Deblurring—0
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging—0
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images—0
Select Good Regions for Deblurring based on Convolutional Neural Networks—0
Self-Paced Kernel Estimation for Robust Blind Image Deblurring—0
Self-Supervised Multi-Scale Network for Blind Image Deblurring via Alternating Optimization—0
Semantic-aware Image Deblurring—0
Semi-Blind Image Deblurring Based on Framelet Prior—0
Separable Kernel for Image Deblurring—0
SharpGAN: Receptive Field Block Net for Dynamic Scene Deblurring—0
Single Frame Deblurring with Laplacian Filters—0
Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior—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