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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 291–300 of 396 papers

Title	Date	Tasks	Status	Hype
Total Variation with Overlapping Group Sparsity and Lp Quasinorm for Infrared Image Deblurring under Salt-and-Pepper Noise	Dec 31, 2018	DeblurringImage Deblurring	—Unverified	0
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring	Feb 27, 2025	DeblurringImage Deblurring	—Unverified	0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime	Nov 27, 2024	DeblurringImage Deblurring	—Unverified	0
Training Adaptive Reconstruction Networks for Blind Inverse Problems	Feb 23, 2022	DeblurringImage Deblurring	—Unverified	0
Training Implicit Networks for Image Deblurring using Jacobian-Free Backpropagation	Feb 3, 2024	DeblurringImage Deblurring	—Unverified	0
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior	Oct 9, 2022	DeblurringImage Deblurring	—Unverified	0
Unfolding a blurred image	Jan 28, 2022	DeblurringDecoder	—Unverified	0
Unnatural L0 Sparse Representation for Natural Image Deblurring	Jun 1, 2013	DeblurringImage Deblurring	—Unverified	0
Unpaired Deblurring via Decoupled Diffusion Model	Feb 3, 2025	DeblurringImage Deblurring	—Unverified	0
Unsupervised Blind Image Deblurring Based on Self-Enhancement	Jan 1, 2024	Blind Image DeblurringDeblurring	—Unverified	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