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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Multiscale Structure Guided Diffusion for Image Deblurring	Dec 4, 2022	DeblurringDenoising	—Unverified	0	0
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models	Jan 22, 2025	DeblurringImage Deblurring	—Unverified	0	0
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors	Feb 12, 2016	DeblurringDenoising	—Unverified	0	0
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain	May 11, 2014	DeblurringImage Deblurring	—Unverified	0	0
Improved Image Deblurring based on Salient-region Segmentation	Feb 28, 2015	DeblurringImage Deblurring	—Unverified	0	0
Incorporating Side Information by Adaptive Convolution	Dec 1, 2017	Crowd CountingDeblurring	—Unverified	0	0
Inertial nonconvex alternating minimizations for the image deblurring	Jul 27, 2019	ArticlesDeblurring	—Unverified	0	0
Inexact Alternating Direction Method Based on Newton descent algorithm with Application to Poisson Image Deblurring	Dec 15, 2014	DeblurringImage Deblurring	—Unverified	0	0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation	Sep 12, 2023	AnatomyAnomaly Detection	—Unverified	0	0
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling	Oct 18, 2019	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