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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 131–140 of 396 papers

Title	Date	Tasks	Status	Hype
Revisiting Image Deblurring with an Efficient ConvNet	Feb 4, 2023	AttributeDeblurring	CodeCode Available	1
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods	Feb 1, 2023	BenchmarkingImage Deblurring	CodeCode Available	1
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration	Jan 30, 2023	Blind Image DeblurringDeblurring	CodeCode Available	1
Image Restoration with Mean-Reverting Stochastic Differential Equations	Jan 27, 2023	DeblurringDenoising	CodeCode Available	2
A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild	Jan 12, 2023	DeblurringImage Deblurring	CodeCode Available	1
E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images	Jan 1, 2023	Camera Pose EstimationDeblurring	CodeCode Available	1
Single Image Deblurring with Row-dependent Blur Magnitude	Jan 1, 2023	Deblurringdistortion correction	—Unverified	0
Multi-Scale Residual Low-Pass Filter Network for Image Deblurring	Jan 1, 2023	DeblurringDecoder	—Unverified	0
Non-Coaxial Event-Guided Motion Deblurring with Spatial Alignment	Jan 1, 2023	DeblurringImage Deblurring	—Unverified	0
Self-Supervised Non-Uniform Kernel Estimation With Flow-Based Motion Prior for Blind Image Deblurring	Jan 1, 2023	Blind Image DeblurringDeblurring	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