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Rolling Shutter Correction

Rolling Shutter Correction

Papers

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Showing 101–125 of 216 papers

TitleStatusHype
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
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover—0
Stochastic Primal-Dual Deep Unrolling—0
Photon-Limited Deblurring using Algorithm Unrolling—0
Learning Structured Sparse Matrices for Signal Recovery via Unrolled Optimization—0
Unrolled Variational Bayesian Algorithm for Image Blind DeconvolutionCode0
Unrolling Particles: Unsupervised Learning of Sampling DistributionsCode0
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
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
Unrolled Wirtinger Flow with Deep Decoding Priors for Phaseless Imaging—0
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
Fixed points of nonnegative neural networksCode0
Graph Signal Restoration Using Nested Deep Algorithm Unrolling—0
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee—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