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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–360 of 396 papers

Title	Date	Tasks	Status	Hype
Blind Image Deconvolution using Pretrained Generative Priors	Aug 20, 2019	Blind Image DeblurringDeblurring	CodeCode Available	0
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems	Apr 17, 2023	Bayesian InferenceComputed Tomography (CT)	CodeCode Available	0
Deep Unfolding of a Proximal Interior Point Method for Image Restoration	Dec 11, 2018	DeblurringImage Deblurring	CodeCode Available	0
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring	Dec 7, 2016	DeblurringImage Deblurring	CodeCode Available	0
Non-blind optical degradation correction via frequency self-adaptive and finetune tactics	Jun 30, 2022	DiversityImage Deblurring	CodeCode Available	0
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks	Jul 30, 2019	DeblurringImage Deblurring	CodeCode Available	0
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor	Jun 12, 2024	Blind Image Quality AssessmentDeblurring	CodeCode Available	0
DAVANet: Stereo Deblurring with View Aggregation	Apr 10, 2019	DeblurringImage Deblurring	CodeCode Available	0
Robust Deep Ensemble Method for Real-world Image Denoising	Jun 8, 2022	DeblurringDenoising	CodeCode Available	0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models	Sep 12, 2023	Computational EfficiencyImage Deblurring	CodeCode Available	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