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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 171–180 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration	Nov 10, 2024	DeblurringImage Deblurring	—Unverified	0	0
Cascades of Regression Tree Fields for Image Restoration	Apr 8, 2014	Blind Image DeblurringDeblurring	—Unverified	0	0
A Unified Plug-and-Play Algorithm with Projected Landweber Operator for Split Convex Feasibility Problems	Aug 22, 2024	compressed sensingDeblurring	—Unverified	0	0
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring	Mar 25, 2019	DeblurringImage Deblurring	—Unverified	0	0
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration	Dec 31, 2022	DeblurringDenoising	—Unverified	0	0
Discriminative Non-blind Deblurring	Jun 1, 2013	DeblurringImage Deblurring	—Unverified	0	0
Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks	Sep 1, 2018	DeblurringImage Deblurring	—Unverified	0	0
A Survey on Image Deblurring	Jan 31, 2022	DeblurringImage Deblurring	—Unverified	0	0
Depth Estimation and Image Restoration by Deep Learning from Defocused Images	Feb 21, 2023	DeblurringDepth Estimation	—Unverified	0	0
Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring	Dec 23, 2020	DeblurringImage Deblurring	—Unverified	0	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