A Fast Total-Variation Driven Network for Sparse Aperture ISAR Imaging

No abstract is available for this paper.

• Publication year

  2024

• Venue

  Digit. Signal Process.

• Publication date

  2024-04-01

• Fields of study

  Physics, Computer Science, Engineering

• Identifiers
  DOI 10.1016/j.dsp.2024.104515
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• SAR Image Reconstruction via Incremental Imaging With Compressive Sensing

  2023cited by this paper
• A Computational Efficient 2-D Block-Sparse ISAR Imaging Method Based on PCSBL-GAMP-Net

  2022cited by this paper
• CTV-Net: Complex-Valued TV-Driven Network With Nested Topology for 3-D SAR Imaging

  2022cited by this paper
• SAR Image Autofocusing Based on Res-Unet

  2022cited by this paper
• Compressive Synthetic Aperture Radar Imaging and Autofocusing by Augmented Lagrangian Methods

  2022cited by this paper
• AF-AMPNet: A Deep Learning Approach for Sparse Aperture ISAR Imaging and Autofocusing

  2022cited by this paper
• Sparse Synthetic Aperture Radar Imaging From Compressed Sensing and Machine Learning: Theories, applications, and trends

  2022cited by this paper
• Range Alignment in ISAR Imaging Based on Deep Recurrent Neural Network

  2022cited by this paper
• Nonconvex-Nonlocal Total Variation Regularization-Based Joint Feature-Enhanced Sparse SAR Imaging

  2022cited by this paper
• Enhancing ISAR Image Efficiently via Convolutional Reweighted l1 Minimization

  2021cited by this paper
• Imaging Enhancement via CNN in MIMO Virtual Array-Based Radar

  2021cited by this paper
• Enhancing ISAR Resolution by a Generative Adversarial Network

  2021cited by this paper
• Sparse Inverse Synthetic Aperture Radar Imaging Using Structured Low-Rank Method

  2021cited by this paper
• Total Deep Variation: A Stable Regularization Method for Inverse Problems

  2021cited by this paper
• Deep learning algorithm for SAR autofocus

  2021cited by this paper
• Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement

  2021cited by this paper
• Super-Resolution ISAR Imaging for Maneuvering Target Based on Deep-Learning-Assisted Time–Frequency Analysis

  2021cited by this paper
• Deep Learning Approach for Sparse Aperture ISAR Imaging and Autofocusing Based on Complex-Valued ADMM-Net

  2021cited by this paper
• ISAR Compressive Sensing Imaging Using Convolution Neural Network with Interpretable Optimization

  2020cited by this paper
• ISAR autofocus imaging algorithm for maneuvering targets based on deep learning and keystone transform

  2020cited by this paper
• On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty

  2020cited by this paper
• Sparse signal recovery via Kalman-filter-based ℓ1 minimization

  2020cited by this paper
• Video SAR Imaging Based on Low-Rank Tensor Recovery

  2020cited by this paper
• Monitoring Buildings at Landslide Risk With SAR: A Methodology Based on the Use of Multipass Interferometric Data

  2020cited by this paper
• Total Deep Variation for Linear Inverse Problems

  2020cited by this paper
• Inverse Synthetic Aperture Radar Imaging Using a Fully Convolutional Neural Network

  2020cited by this paper
• Ground Moving Target Imaging Based on Compressive Sensing Framework With Single-Channel SAR

  2020cited by this paper
• A deep unrolling network inspired by total variation for compressed sensing MRI

  2020cited by this paper
• FISTA-Net: Learning a Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging

  2020cited by this paper
• Joint Sparse Aperture ISAR Autofocusing and Scaling via Modified Newton Method-Based Variational Bayesian Inference

  2019cited by this paper
• Phase Unwrapping in InSAR : A Review

  2019cited by this paper
• ISAR Resolution Enhancement Using Residual Network

  2019cited by this paper
• SA‐ISAR imaging algorithm based on the gradient signal recovery method

  2019cited by this paper
• Non-Blind Image Deblurring Method by the Total Variation Deep Network

  2019cited by this paper
• Resolution enhancement for inverse synthetic aperture radar images using a deep residual network

  2019cited by this paper
• Inverse Synthetic Aperture Radar Imaging Using a Deep ADMM Network

  2019cited by this paper
• A Novel Inverse Synthetic Aperture Radar Imaging Method Using Convolutional Neural Networks

  2018cited by this paper
• Sparse Bayesian Learning Based Three-Dimensional Imaging Algorithm for Off-Grid Air Targets in MIMO Radar Array

  2018cited by this paper
• Inverse Synthetic Aperture Radar Imaging Using Group Based Dictionary Learning

  2018cited by this paper
• Total variation regularization-based compressed sensing synthetic aperture radar imaging

  2018cited by this paper
• Enhanced Radar Imaging Using a Complex-Valued Convolutional Neural Network

  2017cited by this paper
• ISAR Imaging of High-Speed Maneuvering Target Using Gapped Stepped-Frequency Waveform and Compressive Sensing

  2017cited by this paper
• Sparse ISAR imaging using a greedy Kalman filtering approach

  2017cited by this paper
• High-TV Based CS Framework Using MAP Estimator for SAR Image Enhancement

  2017cited by this paper
• 3D Geometry and Motion Estimations of Maneuvering Targets for Interferometric ISAR With Sparse Aperture

  2016cited by this paper
• Sparsity-Driven Despeckling for SAR Images

  2016cited by this paper
• High-Resolution Inverse Synthetic Aperture Radar Imaging and Scaling With Sparse Aperture

  2015cited by this paper
• U-Net: Convolutional Networks for Biomedical Image Segmentation

  2015cited by this paper
• Adaptive Total Variation Regularization Based SAR Image Despeckling and Despeckling Evaluation Index

  2015cited by this paper
• Gradient algorithm based ISAR image reconstruction from the incomplete dataset

  2015cited by this paper
• Pseudomatched-Filter-Based ISAR Imaging Under Low SNR Condition

  2014cited by this paper
• Compressive Sensing-Based ISAR Imaging via the Combination of the Sparsity and Nonlocal Total Variation

  2014cited by this paper
• Adam: A Method for Stochastic Optimization

  2014cited by this paper
• Total variation based gradient descent algorithm for sparse-view photoacoustic image reconstruction.

  2012cited by this paper
• SAR image reconstruction and autofocus by compressed sensing

  2012cited by this paper
• Autofocusing ISAR images via sparse representation

  2012cited by this paper
• High-Resolution ISAR Imaging by Exploiting Sparse Apertures

  2012cited by this paper
• Sparse Signal Recovery With Temporally Correlated Source Vectors Using Sparse Bayesian Learning

  2011cited by this paper
• Orthogonal Matching Pursuit for Sparse Signal Recovery With Noise

  2011cited by this paper
• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

  2011cited by this paper
• Learning Fast Approximations of Sparse Coding

  2010cited by this paper
• On compressive sensing applied to radar

  2010cited by this paper
• Compressed Synthetic Aperture Radar

  2010cited by this paper
• Achieving Higher Resolution ISAR Imaging With Limited Pulses via Compressed Sampling

  2009cited by this paper
• Message-passing algorithms for compressed sensing

  2009cited by this paper
• A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

  2009cited by this paper
• Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

  2009cited by this paper
• Bistatic Linear Antenna Array SAR for Moving Target Detection, Location, and Imaging With Two Passive Airborne Radars

  2007cited by this paper
• Compressive Radar Imaging

  2007cited by this paper
• Feature-preserving regularization method for complex-valued inverse problems with application to coherent imaging

  2006cited by this paper
• of nonlinear systems

  2006cited by this paper
• Image quality assessment: from error visibility to structural similarity

  2004cited by this paper
• Reconstruction in diffraction ultrasound tomography using nonuniform FFT

  2002cited by this paper
• Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization

  2001cited by this paper
• Statistics of natural images and models

  1999cited by this paper
• Nonlinear total variation based noise removal algorithms

  1992cited by this paper
• A method for solving the convex programming problem with convergence rate O(1/k^2)

  1983cited by this paper
• Target-Motion-Induced Radar Imaging

  1980cited by this paper

• A Sparse Aperture ISAR Imaging Based on a Single-Layer Network Framework

  2026cites this paper
• Synthetic Aperture Radar Imaging Meets Deep Unfolded Learning: A comprehensive review

  2025cites this paper
• A Novel Enhanced Convolutional Dictionary Learning Method for CS ISAR Imaging

  2025cites this paper
• HNet: A Loss Rate Robust ISAR Imaging Framework Based on Hypernetwork

  2025cites this paper
• High-resolution ISAR imaging based on robust gamma process Laplace network

  2025cites this paper
• A novel high order directional total variation algorithm of EPR imaging for fast scan

  2025cites this paper