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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 141–150 of 396 papers

Title	Date	Tasks	Status	Hype
DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration	Dec 31, 2022	DeblurringDenoising	—Unverified	0
MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention	Dec 27, 2022	DeblurringImage Deblurring	CodeCode Available	1
NFResNet: Multi-scale and U-shaped Networks for Deblurring	Dec 12, 2022	DeblurringImage Deblurring	—Unverified	0
Multiscale Structure Guided Diffusion for Image Deblurring	Dec 4, 2022	DeblurringDenoising	—Unverified	0
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model	Dec 1, 2022	Colorizationcompressed sensing	CodeCode Available	4
Enhanced Fast Iterative Shrinkage Thresholding Algorithm For Linear Inverse Problem	Nov 28, 2022	DeblurringImage Deblurring	—Unverified	0
Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild	Nov 25, 2022	DeblurringGenerative Adversarial Network	—Unverified	0
To be or not to be stable, that is the question: understanding neural networks for inverse problems	Nov 24, 2022	DeblurringImage Deblurring	CodeCode Available	0
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring	Nov 22, 2022	DeblurringDecoder	CodeCode Available	2
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images	Nov 18, 2022	DeblurringImage Deblurring	CodeCode Available	1

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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