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Rolling Shutter Correction

Rolling Shutter Correction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 216 papers

TitleStatusHype
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging—0
Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
D^2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion—0
RU-Net: Regularized Unrolling Network for Scene Graph GenerationCode1
Learning Adaptive Warping for Real-World Rolling Shutter CorrectionCode1
Working memory inspired hierarchical video decomposition with transformative representationsCode0
Accelerated MRI With Deep Linear Convolutional Transform Learning—0
Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography—0
Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising—0
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time SurfacesCode1
Operator Sketching for Deep Unrolling Networks—0
Simulating Liquids with Graph Networks—0
DURRNet: Deep Unfolded Single Image Reflection Removal NetworkCode0
NESTANets: Stable, accurate and efficient neural networks for analysis-sparse inverse problemsCode0
Coordinated Sum-Rate Maximization in Multicell MU-MIMO with Deep UnrollingCode1
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment—0
Gradient-Based Learning of Discrete Structured Measurement Operators for Signal RecoveryCode0
PARCEL: Physics-based Unsupervised Contrastive Representation Learning for Multi-coil MR ImagingCode0
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar SystemsCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Mixed X-Ray Image Separation for Artworks with Concealed Designs—0
Deep Unrolling for Magnetic Resonance Fingerprinting—0
Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI—0
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light VisionCode0
Model-Value Inconsistency as a Signal for Epistemic Uncertainty—0
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Deep Image Prior using Stein's Unbiased Risk Estimator: SURE-DIP—0
On Training Implicit ModelsCode0
Gaussian Kernel Mixture Network for Single Image Defocus DeblurringCode1
Hyperparameter Tuning is All You Need for LISTACode1
Photon Limited Non-Blind Deblurring Using Algorithm UnrollingCode1
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover—0
Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization—0
Photon-Limited Deblurring using Algorithm Unrolling—0
Stochastic Primal-Dual Deep Unrolling—0
Unrolled Variational Bayesian Algorithm for Image Blind DeconvolutionCode0
Unrolling Particles: Unsupervised Learning of Sampling DistributionsCode0
Adaptive Unfolding Total Variation Network for Low-Light Image EnhancementCode1
An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset—0
Scalable Sinkhorn Backpropagation—0
Provable Learning-based Algorithm For Sparse Recovery—0
Deep Unrolled Recovery in Sparse Biological Imaging—0
Unrolling SGD: Understanding Factors Influencing Machine UnlearningCode1
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos—0
Regularizing Instabilities in Image Reconstruction Arising from Learned Denoisers—0
Deep Algorithm Unrolling for Biomedical Imaging—0
Multimodal Unrolled Robust PCA for Background Foreground Separation—0
SUNet: Symmetric Undistortion Network for Rolling Shutter CorrectionCode1
Unrolled Wirtinger Flow with Deep Decoding Priors for Phaseless Imaging—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DFRSC-3FramesAverage PSNR (dB)34.48—Unverified
2QRSC-5FramesAverage PSNR (dB)33.5—Unverified
3DFRSC-2FramesAverage PSNR (dB)33.39—Unverified
4JAMNet-2FramesAverage PSNR (dB)32.93—Unverified
5AdaRSC-3FramesAverage PSNR (dB)28.23—Unverified
6SUNet-2FramesAverage PSNR (dB)27.76—Unverified
7JCDAverage PSNR (dB)25.59—Unverified
8DSUNAverage PSNR (dB)25.21—Unverified