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Image Deblurring

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 396 papers

TitleStatusHype
E2NeRF: Event Enhanced Neural Radiance Fields from Blurry ImagesCode1
Dark and Bright Channel Prior Embedded Network for Dynamic Scene DeblurringCode1
Mixed Hierarchy Network for Image RestorationCode1
Deep Stacked Hierarchical Multi-patch Network for Image DeblurringCode1
BANet: Blur-aware Attention Networks for Dynamic Scene DeblurringCode1
Human-Aware Motion DeblurringCode1
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen DomainsCode1
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and BetterCode1
End-to-end Interpretable Learning of Non-blind Image DeblurringCode1
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyCode1
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methodsCode1
Explore Image Deblurring via Encoded Blur Kernel SpaceCode1
Explore Image Deblurring via Blur Kernel SpaceCode1
Exploring the potential of channel interactions for image restorationCode1
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolutionCode1
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion RestorationCode1
GS-Blur: A 3D Scene-Based Dataset for Realistic Image DeblurringCode1
MSSNet: Multi-Scale-Stage Network for Single Image DeblurringCode1
One-Step Diffusion Model for Image Motion-DeblurringCode1
Restore Anything Pipeline: Segment Anything Meets Image RestorationCode1
Short and Sparse Deconvolution --- A Geometric ApproachCode1
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task LearningCode1
Burst ranking for blind multi-image deblurringCode0
Bringing Alive Blurred MomentsCode0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
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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