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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 211–220 of 396 papers

Title	Date	Tasks	Status	Hype
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring	Oct 12, 2021	DeblurringImage Deblurring	CodeCode Available	1
WINNet: Wavelet-inspired Invertible Network for Image Denoising	Sep 14, 2021	DeblurringDenoising	CodeCode Available	1
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning	Aug 11, 2021	DeblurringDepth Estimation	CodeCode Available	1
Rethinking Coarse-to-Fine Approach in Single Image Deblurring	Aug 11, 2021	DeblurringDecoder	CodeCode Available	1
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network	Jun 30, 2021	DeblurringImage Deblurring	CodeCode Available	1
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring	Jun 19, 2021	Blind Image DeblurringDeblurring	—Unverified	0
Explore Image Deblurring via Encoded Blur Kernel Space	Jun 19, 2021	Blind Image DeblurringDeblurring	CodeCode Available	1
Wide Receptive Field and Channel Attention Network for JPEG Compressed Image Deblurring	Jun 19, 2021	DeblurringImage Compression	CodeCode Available	0
Uformer: A General U-Shaped Transformer for Image Restoration	Jun 6, 2021	DeblurringDecoder	CodeCode Available	1
A Deep Variational Bayesian Framework for Blind Image Deblurring	Jun 5, 2021	Blind Image DeblurringDeblurring	—Unverified	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