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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 396 papers

Title	Date	Tasks	Status	Hype
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training	Nov 18, 2019	DeblurringImage Deblurring	CodeCode Available	0
The Practicality of Stochastic Optimization in Imaging Inverse Problems	Oct 22, 2019	DeblurringImage Deblurring	—Unverified	0
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling	Oct 18, 2019	DeblurringImage Deblurring	—Unverified	0
Semantic-aware Image Deblurring	Oct 9, 2019	DeblurringImage Captioning	—Unverified	0
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications	Sep 25, 2019	Computational EfficiencyDeblurring	—Unverified	0
Short-and-Sparse Deconvolution -- A Geometric Approach	Aug 28, 2019	DeblurringImage Deblurring	CodeCode Available	1
Effects of Blur and Deblurring to Visual Object Tracking	Aug 21, 2019	DeblurringImage Deblurring	—Unverified	0
Blind Image Deconvolution using Pretrained Generative Priors	Aug 20, 2019	Blind Image DeblurringDeblurring	CodeCode Available	0
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better	Aug 10, 2019	Blind Face RestorationDeblurring	CodeCode Available	1
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks	Jul 30, 2019	DeblurringImage 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