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Rolling Shutter Correction

Rolling Shutter Correction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 216 papers

TitleStatusHype
Consistent Depth of Moving Objects in Video—0
Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning—0
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition—0
Dynamic Proximal Unrolling Network for Compressive Imaging—0
Graph Signal Restoration Using Nested Deep Algorithm Unrolling—0
Fixed points of nonnegative neural networksCode0
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee—0
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
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization ApproachCode1
A Design Space Study for LISTA and Beyond—0
Towards Rolling Shutter Correction and Deblurring in Dynamic ScenesCode1
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
Deep Manifold Learning for Dynamic MR ImagingCode1
LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive DataCode1
HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural NetworksCode1
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
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image EnhancementCode1
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
IMU-Assisted Learning of Single-View Rolling Shutter CorrectionCode1
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
Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response JacobiansCode1
Unrolling of Deep Graph Total Variation for Image DenoisingCode0
Training Stronger Baselines for Learning to OptimizeCode1
Bi-level Score Matching for Learning Energy-based Latent Variable ModelsCode1
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation—0
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition—0
High-resolution Multi-spectral Imaging with Diffractive Lenses and Learned Reconstruction—0
Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training DataCode1
Exponential Signal Reconstruction with Deep Hankel Matrix Factorization—0
Propagation for Dynamic Continuous Time Chain Event Graphs—0
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction—0
Deep Low-rank Prior in Dynamic MR Imaging—0
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling—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