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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 41–50 of 396 papers

Title	Date	Tasks	Status	Hype
Self-Supervised Multi-Scale Network for Blind Image Deblurring via Alternating Optimization	Sep 2, 2024	Blind Image DeblurringDeblurring	—Unverified	0
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser Network	Sep 1, 2024	Blind Image DeblurringDeblurring	CodeCode Available	0
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
LoFormer: Local Frequency Transformer for Image Deblurring	Jul 24, 2024	DeblurringImage Deblurring	CodeCode Available	2
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems	Jul 23, 2024	ColorizationDeblurring	CodeCode Available	2
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
Revitalizing Convolutional Network for Image Restoration	Jun 25, 2024	DeblurringImage Deblurring	CodeCode Available	2

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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