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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 71–80 of 396 papers

TitleStatusHype
A Fast Blind Deblurring Algorithm Using Local Gradient Product PriorCode0
Learning to Deblur Polarized Images—0
Deep, convergent, unrolled half-quadratic splitting for image deconvolutionCode1
Training Implicit Networks for Image Deblurring using Jacobian-Free Backpropagation—0
CascadedGaze: Efficiency in Global Context Extraction for Image RestorationCode2
MixNet: Efficient Global Modeling for Ultra-High-Definition Image RestorationCode0
Efficient Image Deblurring Networks based on Diffusion ModelsCode1
CoordGate: Efficiently Computing Spatially-Varying Convolutions in Convolutional Neural Networks—0
Event-based Visible and Infrared Fusion via Multi-task Collaboration—0
Unsupervised Blind Image Deblurring Based on Self-Enhancement—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