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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 396 papers

TitleStatusHype
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