SOTAVerified

Image Deblurring

file:///var/mobile/Library/SMS/Attachments/cb/11/8A26E2FC-7464-4692-8F2A-3F1B3E23BCD5/IMG_4630.jpeg

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 396 papers

TitleStatusHype
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration—0
Cascades of Regression Tree Fields for Image Restoration—0
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems—0
A Deep Variational Bayesian Framework for Blind Image Deblurring—0
Discriminative Non-blind Deblurring—0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks—0
A survey on facial image deblurring—0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring—0
Ambiguity in solving imaging inverse problems with deep learning based operators—0
Human from Blur: Human Pose Tracking from Blurry Images—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
Blur Kernel Estimation Using Normalized Color-Line Prior—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring—0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration—0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring—0
A Survey on Image Deblurring—0
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains—0
Gyro-based Neural Single Image Deblurring—0
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems—0
Handling noise in image deblurring via joint learning—0
Blind Motion Deblurring with Cycle Generative Adversarial Networks—0
Edge-Aware Deep Image Deblurring—0
A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing—0
Handling Noise in Single Image Deblurring Using Directional Filters—0
Helsinki Deblur Challenge 2021: description of photographic data—0
Exploiting Semantics for Face Image Deblurring—0
Blind Motion Deblurring through SinGAN Architecture—0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring—0
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks—0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
A Machine Learning Imaging Core using Separable FIR-IIR Filters—0
Deep Lidar-guided Image Deblurring—0
Deep Learning based Spectral CT Imaging—0
Effects of Blur and Deblurring to Visual Object Tracking—0
Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur—0
Hierarchical Information Flow for Generalized Efficient Image Restoration—0
Deep Image Deblurring: A Survey—0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration—0
Deblurring via Stochastic Refinement—0
Blind Image Deblurring With Outlier Handling—0
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration—0
Deblurring using Analysis-Synthesis Networks Pair—0
Deblurring Text Images via L0-Regularized Intensity and Gradient Prior—0
Blind Image Deblurring With Local Maximum Gradient Prior—0
Deblurring Natural Image Using Super-Gaussian Fields—0
Deblurring Low-light Images with Light Streaks—0
Show:102550
← PrevPage 3 of 8Next →
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