SOTAVerified

Compressive Sensing

Compressive Sensing is a new signal processing framework for efficiently acquiring and reconstructing a signal that have a sparse representation in a fixed linear basis.

Source: Sparse Estimation with Generalized Beta Mixture and the Horseshoe Prior

Papers

Showing 101150 of 597 papers

TitleStatusHype
An Efficient Method for Robust Projection Matrix DesignCode0
Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRICode0
Fast Compressive Sensing Recovery Using Generative Models with Structured Latent VariablesCode0
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable GuaranteesCode0
Finer Metagenomic Reconstruction via Biodiversity OptimizationCode0
Compressive Closeness in NetworksCode0
SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk EstimateCode0
DR2-Net: Deep Residual Reconstruction Network for Image Compressive SensingCode0
The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive VideoCode0
Towards Real-time Video Compressive Sensing on Mobile DevicesCode0
Difference of Convolution for Deep Compressive SensingCode0
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural NetworkCode0
Flexible Intelligent Metasurface-Aided Wireless Communications: Architecture and PerformanceCode0
Deep Geometric Distillation Network for Compressive Sensing MRICode0
Deep Decomposition Learning for Inverse Imaging ProblemsCode0
Deep Regularized Compound Gaussian Network for Solving Linear Inverse ProblemsCode0
CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive SensingCode0
Covariance Estimation from Compressive Data Partitions using a Projected Gradient-based AlgorithmCode0
DeepBinaryMask: Learning a Binary Mask for Video Compressive SensingCode0
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive ImagingCode0
Learning to compress and search visual data in large-scale systemsCode0
Towards improving discriminative reconstruction via simultaneous dense and sparse codingCode0
Perceptual Compressive SensingCode0
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences0
Compressive Sensing and Morphology Singular Entropy-Based Real-time Secondary Voltage Control of Multi-area Power Systems0
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI0
Compressive sensing adaptation for polynomial chaos expansions0
Compressive Scanning Transmission Electron Microscopy0
A Targeted Sampling Strategy for Compressive Cryo Focused Ion Beam Scanning Electron Microscopy0
A Framework for Super-Resolution of Scalable Video via Sparse Reconstruction of Residual Frames0
Compressive radio-interferometric sensing with random beamforming as rank-one signal covariance projections0
Compressive Sensing Approaches for Sparse Distribution Estimation Under Local Privacy0
Asynchronous Multi Agent Active Search0
Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors0
Compressive phase-only filtering at extreme compression rates0
A Survey: Non-Orthogonal Multiple Access with Compressed Sensing Multiuser Detection for mMTC0
A fast patch-dictionary method for whole image recovery0
Active Search for Sparse Signals with Region Sensing0
Compressive Pattern Matching on Multispectral Data0
Compressive neural representation of sparse, high-dimensional probabilities0
Compressive Measurement Designs for Estimating Structured Signals in Structured Clutter: A Bayesian Experimental Design Approach0
Compressively Sensed Image Recognition0
A Parallel Compressive Imaging Architecture for One-Shot Acquisition0
A Fast Noniterative Algorithm for Compressive Sensing Using Binary Measurement Matrices0
Compressive Light Field Reconstructions using Deep Learning0
Compressive lensless endoscopy with partial speckle scanning0
A Novel Radar Constant False Alarm Rate Detection Algorithm Based on VAMP Deep Unfolding0
Compressive Hyperspectral Imaging with Side Information0
A Nonlinear Weighted Total Variation Image Reconstruction Algorithm for Electrical Capacitance Tomography0
A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DMP-DUN-Plus (4-step)Average PSNR42.82Unverified
2AMPA-NetAverage PSNR40.32Unverified
#ModelMetricClaimedVerifiedStatus
1AMPA-NetAverage PSNR36.33Unverified
#ModelMetricClaimedVerifiedStatus
1AMPA-NetAverage PSNR35.95Unverified
#ModelMetricClaimedVerifiedStatus
1AMPA-NetAverage PSNR35.86Unverified