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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 396 papers

Title	Date	Tasks	Status	Hype
A Comprehensive Survey on Deep Neural Image Deblurring	Oct 7, 2023	Blind Image DeblurringDeblurring	—Unverified	0
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models	Oct 5, 2023	DeblurringImage Deblurring	CodeCode Available	0
Semi-Blind Image Deblurring Based on Framelet Prior	Oct 2, 2023	Blind Image DeblurringDeblurring	—Unverified	0
Neuromorphic Imaging with Joint Image Deblurring and Event Denoising	Sep 28, 2023	DeblurringDenoising	—Unverified	0
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing	Sep 14, 2023	DeblurringImage Deblurring	—Unverified	0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models	Sep 12, 2023	Computational EfficiencyImage Deblurring	CodeCode Available	0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation	Sep 12, 2023	AnatomyAnomaly Detection	—Unverified	0
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring	Aug 10, 2023	DeblurringImage Deblurring	—Unverified	0
Unfolded proximal neural networks for robust image Gaussian denoising	Aug 6, 2023	DeblurringDenoising	—Unverified	0
Estimation of motion blur kernel parameters using regression convolutional neural networks	Aug 2, 2023	Blind Image DeblurringDeblurring	CodeCode Available	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