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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 111–120 of 396 papers

Title	Date	Tasks	Status	Hype
Hierarchical Integration Diffusion Model for Realistic Image Deblurring	May 22, 2023	DeblurringImage Deblurring	CodeCode Available	2
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems	May 22, 2023	Blind Image DeblurringDeblurring	—Unverified	0
Restore Anything Pipeline: Segment Anything Meets Image Restoration	May 22, 2023	DeblurringDenoising	CodeCode Available	1
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems	May 22, 2023	DeblurringImage Deblurring	—Unverified	0
Denoising Diffusion Models for Plug-and-Play Image Restoration	May 15, 2023	DeblurringDenoising	CodeCode Available	2
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration	May 9, 2023	DeblurringDecoder	CodeCode Available	1
IRNeXt: Rethinking Convolutional Network Design for Image Restoration	Apr 24, 2023	DeblurringImage Deblurring	CodeCode Available	1
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization	Apr 20, 2023	DeblurringDemosaicking	—Unverified	0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems	Apr 17, 2023	Bayesian InferenceComputed Tomography (CT)	CodeCode Available	0
DRIP: Deep Regularizers for Inverse Problems	Mar 30, 2023	DeblurringImage Deblurring	CodeCode Available	0

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All datasets GoPro HIDE HIDE (trained on GOPRO)RealBlur-J RealBlur-R RealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.5	—	Unverified
2	MDT	PSNR	34.26	—	Unverified
3	fftformer	PSNR	34.21	—	Unverified
4	LoFormer	PSNR	34.09	—	Unverified
5	UFPDeblur	PSNR	34.06	—	Unverified
6	ALGNet-B	PSNR	34.05	—	Unverified
7	MR-VNet	PSNR	34.04	—	Unverified
8	Hi-IR-L	PSNR	33.99	—	Unverified
9	GRL	PSNR	33.93	—	Unverified
10	Instruct-IPT	PSNR	33.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AdaRevD	PSNR	32.35	—	Unverified
2	EVSSM	PSNR	31.97	—	Unverified
3	ALGNet-B	PSNR	31.68	—	Unverified
4	M3SNet	PSNR	31.49	—	Unverified
5	MAXIM-3S	SSIM	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Hi-IR-L	PSNR	31.64	—	Unverified
2	M3SNet	PSNR	31.49	—	Unverified
3	MHNet	PSNR	30.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	41.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SDWNet	PSNR	35.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	48.78	—	Unverified