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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 396 papers

TitleStatusHype
Deep Learning based Spectral CT Imaging—0
Deep Lidar-guided Image Deblurring—0
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs—0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring—0
Exploiting Semantics for Face Image Deblurring—0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring—0
DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior—0
Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar images—0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images—0
Discriminative Non-blind 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
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration—0
Edge Adaptive Hybrid Regularization Model For Image Deblurring—0
Edge-Aware Deep Image Deblurring—0
Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior—0
End-to-End Learning for Image Burst Deblurring—0
End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation—0
Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem—0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks—0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset—0
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion—0
Event-based Visible and Infrared Fusion via Multi-task Collaboration—0
Explainable bilevel optimization: an application to the Helsinki deblur challenge—0
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring—0
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring—0
Face Deblurring using Dual Camera Fusion on Mobile Phones—0
Faster gradient descent and the efficient recovery of images—0
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring—0
Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer—0
Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring—0
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks—0
Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models—0
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring—0
GAN Based Image Deblurring Using Dark Channel Prior—0
Generative Adversarial Network (GAN) based Image-Deblurring—0
NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning—0
NTIRE 2020 Challenge on Image and Video Deblurring—0
NTIRE 2021 Challenge on Image Deblurring—0
OID: Outlier Identifying and Discarding in Blind Image Deblurring—0
On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction—0
On Adversarial Robustness of Deep Image Deblurring—0
One-Shot Image Restoration—0
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
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring—0
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring—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