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Rolling Shutter Correction

Rolling Shutter Correction

Papers

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Showing 126–150 of 216 papers

TitleStatusHype
Understanding approximate and unrolled dictionary learning for pattern recoveryCode0
End-to-end reconstruction meets data-driven regularization for inverse problemsCode0
Stable and Interpretable Unrolled Dictionary LearningCode0
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network—0
Deep learned SVT: Unrolling singular value thresholding to obtain better MSE—0
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling—0
Feasibility-based Fixed Point NetworksCode0
A Design Space Study for LISTA and Beyond—0
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization—0
Deep Convolutional Sparse Coding Network for Pansharpening with Guidance of Side InformationCode0
Recurrent Localization Networks applied to the Lippmann-Schwinger EquationCode0
Multispectral Illumination Estimation Using Deep Unrolling Network—0
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs—0
SEQUENCE-LEVEL FEATURES: HOW GRU AND LSTM CELLS CAPTURE N-GRAMS—0
Software Pipelining for Quantum Loop Programs—0
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CTCode0
Dual Geometric Graph Network (DG2N) -- Iterative network for deformable shape alignment—0
Cost Function Unrolling in Unsupervised Optical FlowCode0
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware Constraints—0
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow EstimationCode0
Sampling and Recovery of Graph Signals based on Graph Neural Networks—0
Hybrid Backpropagation Parallel Reservoir Networks—0
Improved Supervised Training of Physics-Guided Deep Learning Image Reconstruction with Multi-Masking—0
Unrolling of Deep Graph Total Variation for Image DenoisingCode0
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation—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