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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 396 papers

TitleStatusHype
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image DeblurringCode0
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip ConnectionsCode0
Blind Image Deconvolution using Deep Generative PriorsCode0
Residual Dense Network for Image RestorationCode0
Continuous Facial Motion DeblurringCode0
Spatial and Frequency Domain Adaptive Fusion Network for Image DeblurringCode0
Restoring Real-World Degraded Events Improves Deblurring QualityCode0
Iterative Residual Image DeconvolutionCode0
Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function SpacesCode0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser NetworkCode0
Weber's law based perception and the stability of animal groupsCode0
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion DeblurringCode0
Spatio-Temporal Filter Adaptive Network for Video DeblurringCode0
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal TrainingCode0
Robust Deep Ensemble Method for Real-world Image DenoisingCode0
Image Deblurring with a Class-Specific PriorCode0
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal AlignmentCode0
On Motion Blur and Deblurring in Visual Place Recognition—0
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution—0
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix—0
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems—0
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring—0
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring—0
Photon-Limited Deblurring using Algorithm Unrolling—0
Physics-Based Generative Adversarial Models for Image Restoration and Beyond—0
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