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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–210 of 396 papers

Title	Date	Tasks	Status	Hype
Deblurring via Stochastic Refinement	Dec 5, 2021	DeblurringImage Deblurring	—Unverified	0
MC-Blur: A Comprehensive Benchmark for Image Deblurring	Dec 1, 2021	BenchmarkingDeblurring	CodeCode Available	1
Event-Based Fusion for Motion Deblurring with Cross-modal Attention	Nov 30, 2021	DeblurringImage Deblurring	CodeCode Available	1
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks	Nov 30, 2021	DeblurringGenerative Adversarial Network	—Unverified	0
Intriguing Findings of Frequency Selection for Image Deblurring	Nov 23, 2021	DeblurringImage Deblurring	CodeCode Available	1
Restormer: Efficient Transformer for High-Resolution Image Restoration	Nov 18, 2021	Color Image DenoisingDeblurring	CodeCode Available	1
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning	Nov 7, 2021	DeblurringGenerative Adversarial Network	CodeCode Available	0
Photon Limited Non-Blind Deblurring Using Algorithm Unrolling	Oct 28, 2021	AstronomyDeblurring	CodeCode Available	1
Generative Flows as a General Purpose Solution for Inverse Problems	Oct 25, 2021	ColorizationDeblurring	CodeCode Available	0
Photon-Limited Deblurring using Algorithm Unrolling	Oct 19, 2021	AstronomyDeblurring	—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