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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 131–140 of 396 papers

Title	Date	Tasks	Status	Hype
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems	Aug 22, 2024	compressed sensingDeblurring	—Unverified	0
Restoring Real-World Degraded Events Improves Deblurring Quality	Jul 30, 2024	DeblurringDenoising	CodeCode Available	0
HPPP: Halpern-type Preconditioned Proximal Point Algorithms and Applications to Image Restoration	Jul 18, 2024	DeblurringDenoising	CodeCode Available	0
Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View	Jul 9, 2024	DeblurringImage Deblurring	—Unverified	0
NSD-DIL: Null-Shot Deblurring Using Deep Identity Learning	Jul 5, 2024	Blind Image DeblurringDeblurring	—Unverified	0
Proximal Interacting Particle Langevin Algorithms	Jun 20, 2024	DeblurringImage Deblurring	CodeCode Available	0
A Dictionary Based Approach for Removing Out-of-Focus Blur	Jun 17, 2024	DeblurringDenoising	CodeCode Available	0
Blind Image Deblurring with FFT-ReLU Sparsity Prior	Jun 12, 2024	Blind Image DeblurringDeblurring	CodeCode Available	0
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor	Jun 12, 2024	Blind Image Quality AssessmentDeblurring	CodeCode Available	0
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images	May 20, 2024	DeblurringImage Deblurring	—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