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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 331–340 of 396 papers

Title	Date	Tasks	Status	Hype
Image Deblurring with a Class-Specific Prior	Jul 11, 2018	DeblurringImage Deblurring	CodeCode Available	0
Modeling Realistic Degradations in Non-blind Deconvolution	Jun 4, 2018	DeblurringImage Deblurring	—Unverified	0
Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs	Jun 1, 2018	DeblurringImage Deblurring	—Unverified	0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks	May 18, 2018	blind source separationDeblurring	—Unverified	0
Learning to Deblur Images with Exemplars	May 15, 2018	DeblurringImage Deblurring	—Unverified	0
Iterative Residual Image Deconvolution	Apr 17, 2018	DeblurringImage Deblurring	CodeCode Available	0
Learning Deep Gradient Descent Optimization for Image Deconvolution	Apr 10, 2018	Blind Image DeblurringDeblurring	CodeCode Available	0
Bringing Alive Blurred Moments	Apr 9, 2018	DeblurringDecoder	CodeCode Available	0
Learning a Discriminative Prior for Blind Image Deblurring	Mar 9, 2018	Blind Image DeblurringDeblurring	—Unverified	0
Graph-Based Blind Image Deblurring From a Single Photograph	Feb 22, 2018	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