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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 371–380 of 396 papers

Title	Date	Tasks	Status	Hype
Image Restoration and Reconstruction using Variable Splitting and Class-adapted Image Priors	Feb 12, 2016	DeblurringDenoising	—Unverified	0
Class-specific image deblurring	Dec 7, 2015	DeblurringImage Deblurring	CodeCode Available	0
Complementary Sets of Shutter Sequences for Motion Deblurring	Dec 1, 2015	DeblurringImage Deblurring	—Unverified	0
Class-Specific Image Deblurring	Dec 1, 2015	DeblurringImage Deblurring	—Unverified	0
Kernel Fusion for Better Image Deblurring	Jun 1, 2015	DeblurringImage Deblurring	—Unverified	0
Blur Kernel Estimation Using Normalized Color-Line Prior	Jun 1, 2015	DeblurringImage Deblurring	—Unverified	0
Improved Image Deblurring based on Salient-region Segmentation	Feb 28, 2015	DeblurringImage Deblurring	—Unverified	0
Fixed Point Algorithm Based on Quasi-Newton Method for Convex Minimization Problem with Application to Image Deblurring	Dec 15, 2014	Computational EfficiencyDeblurring	—Unverified	0
Inexact Alternating Direction Method Based on Newton descent algorithm with Application to Poisson Image Deblurring	Dec 15, 2014	DeblurringImage Deblurring	—Unverified	0
Scale Adaptive Blind Deblurring	Dec 1, 2014	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