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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 261–270 of 396 papers

Title	Date	Tasks	Status	Hype
REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration	Jul 25, 2022	DeblurringDeep Reinforcement Learning	—Unverified	0
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems	May 26, 2017	Blind Image DeblurringClustering	—Unverified	0
Rethinking Blur Synthesis for Deep Real-World Image Deblurring	Sep 28, 2022	DeblurringImage Deblurring	—Unverified	0
Robust Kernel Estimation With Outliers Handling for Image Deblurring	Jun 1, 2016	DeblurringImage Deblurring	—Unverified	0
Scale Adaptive Blind Deblurring	Dec 1, 2014	Blind Image DeblurringDeblurring	—Unverified	0
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging	Jan 2, 2018	DeblurringDenoising	—Unverified	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
Select Good Regions for Deblurring based on Convolutional Neural Networks	Aug 12, 2020	Blind Image DeblurringDeblurring	—Unverified	0
Self-Paced Kernel Estimation for Robust Blind Image Deblurring	Oct 1, 2017	Blind Image DeblurringDeblurring	—Unverified	0
Self-Supervised Multi-Scale Network for Blind Image Deblurring via Alternating Optimization	Sep 2, 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