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Rolling Shutter Correction

Rolling Shutter Correction

Papers

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Showing 151–200 of 216 papers

TitleStatusHype
Deep Low-rank Prior in Dynamic MR Imaging—0
DeepPermNet: Visual Permutation Learning—0
Deep Rigid Instance Scene Flow—0
Deep Unrolled Recovery in Sparse Biological Imaging—0
Deep Unrolling for Magnetic Resonance Fingerprinting—0
Deep Variational Networks with Exponential Weighting for Learning Computed Tomography—0
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms—0
Differentiable Causal Computations via Delayed Trace—0
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs—0
DNU: Deep Non-Local Unrolling for Computational Spectral Imaging—0
Downlink Massive MIMO Channel Estimation via Deep Unrolling : Sparsity Exploitations in Angular Domain—0
D^2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion—0
Dual Geometric Graph Network (DG2N) -- Iterative network for deformable shape alignment—0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Dynamic Proximal Unrolling Network for Compressive Imaging—0
Efficient and Model-Based Infrared and Visible Image Fusion Via Algorithm Unrolling—0
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition—0
Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI—0
Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks—0
EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling—0
Exponential Signal Reconstruction with Deep Hankel Matrix Factorization—0
Backpropagation of Unrolled Solvers with Folded Optimization—0
Gauss-Newton Unrolled Neural Networks and Data-driven Priors for Regularized PSSE with Robustness—0
Graph Signal Restoration Using Nested Deep Algorithm Unrolling—0
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising—0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling—0
High-resolution Multi-spectral Imaging with Diffractive Lenses and Learned Reconstruction—0
Hubbard-Stratonovich Detector for Simple Trainable MIMO Signal Detection—0
Hybrid Backpropagation Parallel Reservoir Networks—0
Hyperspectral Compressive Wavefront Sensing—0
Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging—0
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking—0
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition—0
Learned Collaborative Stereo Refinement—0
Learned reconstructions for practical mask-based lensless imaging—0
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints—0
Learning Implicit Generative Models by Teaching Explicit Ones—0
Learning Structure-And-Motion-Aware Rolling Shutter Correction—0
Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization—0
Learning to Co-Generate Object Proposals With a Deep Structured Network—0
Learning Variational Models with Unrolling and Bilevel Optimization—0
Lipschitz Bound Analysis of Neural Networks—0
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver—0
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment—0
Machine Learning for Large-Scale Optimization in 6G Wireless Networks—0
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction—0
Mixed X-Ray Image Separation for Artworks with Concealed Designs—0
Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning—0
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization—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