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Rolling Shutter Correction

Rolling Shutter Correction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 216 papers

TitleStatusHype
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation—0
SelfDRSC++: Self-Supervised Learning for Dual Reversed Rolling Shutter CorrectionCode0
Rolling Shutter Correction with Intermediate Distortion Flow EstimationCode1
EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling—0
Stochastic Unrolled Federated LearningCode0
UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and InterpolationCode1
Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-resolving SAR Tomography—0
Neural Image Re-ExposureCode0
A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse ProblemsCode0
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI FeedbackCode2
Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter CorrectionCode0
SMUG: Towards robust MRI reconstruction by smoothed unrollingCode0
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM SystemsCode1
Hyperspectral Compressive Wavefront Sensing—0
Closed-Loop Transcription via Convolutional Sparse Coding—0
Hubbard-Stratonovich Detector for Simple Trainable MIMO Signal Detection—0
Towards Vision Transformer Unrolling Fixed-Point Algorithm: a Case Study on Image Restoration—0
Reachability Analysis of Neural Network Control SystemsCode0
Backpropagation of Unrolled Solvers with Folded Optimization—0
Training End-to-End Unrolled Iterative Neural Networks for SPECT Image Reconstruction—0
Learning Deep MRI Reconstruction Models from Scratch in Low-Data RegimesCode0
Algorithm Unrolling-Based Distributed Optimization for RIS-Assisted Cell-Free Networks—0
Machine Learning for Large-Scale Optimization in 6G Wireless Networks—0
Deep Homography Mixture for Single Image Rolling Shutter CorrectionCode1
Joint Appearance and Motion Learning for Efficient Rolling Shutter CorrectionCode1
Ground-Truth Free Meta-Learning for Deep Compressive Sampling—0
EvShutter: Transforming Events for Unconstrained Rolling Shutter CorrectionCode0
DEQ-MPI: A Deep Equilibrium Reconstruction with Learned Consistency for Magnetic Particle ImagingCode0
Unrolling SVT to obtain computationally efficient SVT for n-qubit quantum state tomography—0
Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks—0
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow RemovalCode1
Learning Detail-Structure Alternative Optimization for Blind Super-ResolutionCode1
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints—0
Alternating Deep Low-Rank Approach for Exponential Function Reconstruction and Its Biomedical Magnetic Resonance Applications—0
pyGSL: A Graph Structure Learning ToolkitCode1
Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMMCode1
Downlink Massive MIMO Channel Estimation via Deep Unrolling : Sparsity Exploitations in Angular Domain—0
Unrolled Graph Learning for Multi-Agent Collaboration—0
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver—0
The Curse of Unrolling: Rate of Differentiating Through Optimization—0
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System—0
Learning Variational Models with Unrolling and Bilevel Optimization—0
AETomo-Net: A Novel Deep Learning Network for Tomographic SAR Imaging Based on Multi-dimensional Features—0
SOM-Net: Unrolling the Subspace-based Optimization for Solving Full-wave Inverse Scattering Problems—0
T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstructionCode1
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems—0
LWGNet: Learned Wirtinger Gradients for Fourier Ptychographic Phase RetrievalCode0
Combining Internal and External Constraints for Unrolling Shutter in Videos—0
Unrolled algorithms for group synchronizationCode0
Lipschitz Bound Analysis of Neural Networks—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