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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 396 papers

Title	Date	Tasks	Status	Hype	Score
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems	Apr 17, 2023	Bayesian InferenceComputed Tomography (CT)	CodeCode Available	0	5
Gated Fusion Network for Joint Image Deblurring and Super-Resolution	Jul 27, 2018	Computational EfficiencyDeblurring	CodeCode Available	0	5
Efficient Transformer for High Resolution Image Motion Deblurring	Jan 30, 2025	DeblurringImage Deblurring	CodeCode Available	0	5
A Dictionary Based Approach for Removing Out-of-Focus Blur	Jun 17, 2024	DeblurringDenoising	CodeCode Available	0	5
Class-specific image deblurring	Dec 7, 2015	DeblurringImage Deblurring	CodeCode Available	0	5
Efficient Blind Deblurring under High Noise Levels	Apr 19, 2019	Blind Image DeblurringDeblurring	CodeCode Available	0	5
Class-Specific Image Deblurring	Dec 1, 2015	DeblurringImage Deblurring	—Unverified	0	0
Edge-Aware Deep Image Deblurring	Jul 4, 2019	DeblurringEdge Detection	—Unverified	0	0
Edge Adaptive Hybrid Regularization Model For Image Deblurring	Nov 20, 2020	DeblurringImage Deblurring	—Unverified	0	0
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise	Oct 24, 2016	DeblurringImage Deblurring	—Unverified	0	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