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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–60 of 396 papers

Title	Date	Tasks	Status	Hype
Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring	Jan 1, 2023	Blind Image DeblurringDeblurring	CodeCode Available	1
E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images	Jan 1, 2023	Camera Pose EstimationDeblurring	CodeCode Available	1
MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention	Dec 27, 2022	DeblurringImage Deblurring	CodeCode Available	1
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images	Nov 18, 2022	DeblurringImage Deblurring	CodeCode Available	1
Multi-Outputs Is All You Need For Deblur	Aug 27, 2022	AllDeblurring	CodeCode Available	1
Learning Degradation Representations for Image Deblurring	Aug 10, 2022	DeblurringDenoising	CodeCode Available	1
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions	Jul 17, 2022	Blind Image DeblurringDeblurring	CodeCode Available	1
Correction of out-of-focus microscopic images by deep learning	Apr 26, 2022	Deep LearningGenerative Adversarial Network	CodeCode Available	1
Stripformer: Strip Transformer for Fast Image Deblurring	Apr 10, 2022	DeblurringImage Deblurring	CodeCode Available	1
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring	Feb 19, 2022	DeblurringDeep Learning	CodeCode Available	1

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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