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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–60 of 396 papers

Title	Date	Tasks	Status	Hype
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring	Mar 29, 2024	Computational EfficiencyDeblurring	CodeCode Available	1
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation	Dec 18, 2023	Data AugmentationDeblurring	CodeCode Available	1
A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring	Oct 29, 2020	Blind Image DeblurringComputational Efficiency	CodeCode Available	1
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance	Dec 27, 2023	DeblurringDenoising	CodeCode Available	1
Diffusion-based Event Generation for High-Quality Image Deblurring	Jan 1, 2025	DeblurringImage Deblurring	CodeCode Available	1
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions	Jul 17, 2022	Blind Image DeblurringDeblurring	CodeCode Available	1
Jointly RS Image Deblurring and Super-Resolution with Adjustable-Kernel and Multi-Domain Attention	Dec 7, 2024	DeblurringImage Deblurring	CodeCode Available	1
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration	Aug 17, 2023	DeblurringDenoising	CodeCode Available	1
MC-Blur: A Comprehensive Benchmark for Image Deblurring	Dec 1, 2021	BenchmarkingDeblurring	CodeCode Available	1
Dark and Bright Channel Prior Embedded Network for Dynamic Scene Deblurring	May 21, 2020	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