Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 396 papers

Title	Date	Tasks	Status	Score
Patch-Ordering as a Regularization for Inverse Problems in Image Processing	Feb 26, 2016	DeblurringDenoising	CodeCode Available	5
Perceptual Image Enhancement for Smartphone Real-Time Applications	Oct 24, 2022	2kHDR Reconstruction	CodeCode Available	5
Burst ranking for blind multi-image deblurring	Oct 29, 2018	DeblurringImage Deblurring	CodeCode Available	5
Non-blind optical degradation correction via frequency self-adaptive and finetune tactics	Jun 30, 2022	DiversityImage Deblurring	CodeCode Available	5
Bringing Alive Blurred Moments	Apr 9, 2018	DeblurringDecoder	CodeCode Available	5
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring	Apr 26, 2022	DeblurringImage Deblurring	CodeCode Available	5
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems	Apr 17, 2023	Bayesian InferenceComputed Tomography (CT)	CodeCode Available	5
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows	Oct 18, 2024	DeblurringGPU	CodeCode Available	5
Provably Convergent Plug-and-Play Quasi-Newton Methods	Mar 9, 2023	DeblurringImage Deblurring	CodeCode Available	5
Deep learning Framework for Mobile Microscopy	Jul 27, 2020	DeblurringDeep Learning	CodeCode Available	5
MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration	Jan 19, 2024	DeblurringImage Deblurring	CodeCode Available	5
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models	Sep 12, 2023	Computational EfficiencyImage Deblurring	CodeCode Available	5
DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring	Mar 18, 2021	Blind Image DeblurringDeblurring	CodeCode Available	5
Deep Video Deblurring for Hand-Held Cameras	Jul 1, 2017	DeblurringImage Deblurring	CodeCode Available	5
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters	Nov 25, 2019	DeblurringDeep Learning	CodeCode Available	5
Deep Video Deblurring	Nov 25, 2016	DeblurringImage Deblurring	CodeCode Available	5
Deep Unfolding of a Proximal Interior Point Method for Image Restoration	Dec 11, 2018	DeblurringImage Deblurring	CodeCode Available	5
DRIP: Deep Regularizers for Inverse Problems	Mar 30, 2023	DeblurringImage Deblurring	CodeCode Available	5
Misaligned Over-The-Air Computation of Multi-Sensor Data with Wiener-Denoiser Network	Sep 1, 2024	Blind Image DeblurringDeblurring	CodeCode Available	5
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring	Dec 7, 2016	DeblurringImage Deblurring	CodeCode Available	5
Blind Image Deconvolution using Pretrained Generative Priors	Aug 20, 2019	Blind Image DeblurringDeblurring	CodeCode Available	5
Blind Image Deconvolution using Deep Generative Priors	Feb 12, 2018	DeblurringImage Deblurring	CodeCode Available	5
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training	Nov 18, 2019	DeblurringImage Deblurring	CodeCode Available	5
Proximal Interacting Particle Langevin Algorithms	Jun 20, 2024	DeblurringImage Deblurring	CodeCode Available	5
Iterative Residual Image Deconvolution	Apr 17, 2018	DeblurringImage Deblurring	CodeCode Available	5

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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