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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–110 of 396 papers

Title	Date	Tasks	Status	Hype
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring	Aug 10, 2023	DeblurringImage Deblurring	—Unverified	0
Unfolded proximal neural networks for robust image Gaussian denoising	Aug 6, 2023	DeblurringDenoising	—Unverified	0
Estimation of motion blur kernel parameters using regression convolutional neural networks	Aug 2, 2023	Blind Image DeblurringDeblurring	CodeCode Available	0
Decomposition Ascribed Synergistic Learning for Unified Image Restoration	Aug 1, 2023	DeblurringDenoising	—Unverified	0
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix	Jul 25, 2023	Adversarial AttackAdversarial Robustness	—Unverified	0
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image	Jul 6, 2023	DeblurringImage Deblurring	—Unverified	0
Adaptive Window Pruning for Efficient Local Motion Deblurring	Jun 25, 2023	DeblurringImage Deblurring	—Unverified	0
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring	Jun 1, 2023	DeblurringImage Deblurring	—Unverified	0
Ambiguity in solving imaging inverse problems with deep learning based operators	May 31, 2023	DeblurringImage Deblurring	—Unverified	0
Collaborative Blind Image Deblurring	May 25, 2023	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