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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 311–320 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks	Mar 10, 2021	Data AugmentationDeblurring	—Unverified	0	0
EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset	Dec 13, 2023	BenchmarkingDeblurring	—Unverified	0	0
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion	Dec 16, 2024	DeblurringImage Deblurring	—Unverified	0	0
Event-based Visible and Infrared Fusion via Multi-task Collaboration	Jan 1, 2024	DeblurringImage Deblurring	—Unverified	0	0
Explainable bilevel optimization: an application to the Helsinki deblur challenge	Oct 18, 2022	Bilevel OptimizationBinarization	—Unverified	0	0
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring	Mar 2, 2019	DeblurringImage Deblurring	—Unverified	0	0
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring	Sep 3, 2024	DeblurringDecoder	—Unverified	0	0
Face Deblurring using Dual Camera Fusion on Mobile Phones	Jul 23, 2022	DeblurringImage Deblurring	—Unverified	0	0
Faster gradient descent and the efficient recovery of images	Aug 12, 2013	DeblurringDenoising	—Unverified	0	0
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring	Apr 16, 2022	Blind Image DeblurringDeblurring	—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