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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 396 papers

TitleStatusHype
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal AlignmentCode0
SVBR-NET: A Non-Blind Spatially Varying Defocus Blur Removal NetworkCode0
The Little Engine that Could: Regularization by Denoising (RED)Code0
The split Gibbs sampler revisited: improvements to its algorithmic structure and augmented target distributionCode0
To be or not to be stable, that is the question: understanding neural networks for inverse problemsCode0
Learning Deep Gradient Descent Optimization for Image DeconvolutionCode0
X-DECODE: EXtreme Deblurring with Curriculum Optimization and Domain EqualizationCode0
Efficient Blind Deblurring under High Noise LevelsCode0
Efficient Transformer for High Resolution Image Motion DeblurringCode0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser NetworkCode0
MixNet: Efficient Global Modeling for Ultra-High-Definition Image RestorationCode0
Deep learning Framework for Mobile MicroscopyCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
A Dictionary Based Approach for Removing Out-of-Focus BlurCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
Event-based Image Deblurring with Dynamic Motion AwarenessCode0
On Inverse Problems, Parameter Estimation, and Domain Generalization—0
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
Perceptual Image Enhancement for Smartphone Real-Time Applications—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
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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