Efficient Physics-Based Learned Reconstruction Methods for Real-Time 3D Near-Field MIMO Radar Imaging

Multistatic radar-based imaging in layered and dispersive media for biomedical applications

(2023) Rahmat Ullah et al.   Biomedical Signal Processing and Control

Enhanced Millimeter-Wave 3-D Imaging via Complex-Valued Fully Convolutional Neural Network

(2022) Handan Jing et al.   Electronics

Efficient range migration algorithm for near-field MIMO array imaging

(2022) Shuoguang Wang et al.   DIGITAL SIGNAL PROCESSING

MIMO through-wall-radar down-view imaging for moving target with ground ghost suppression

(2022) Wei Zhang et al.   DIGITAL SIGNAL PROCESSING

Single Target SAR 3D Reconstruction Based on Deep Learning

(2021) Shihong Wang et al.   SENSORS

Photonics-based 3D radar imaging with CNN-assisted fast and noise-resistant image construction

(2021) Guanqun Sun et al.   OPTICS EXPRESS

Deep learning approaches to inverse problems in imaging: Past, present and future

(2021) Santiago López-Tapia et al.   DIGITAL SIGNAL PROCESSING

MIMO-SAR 3-D Imaging Based on Range Wavenumber Decomposing

(2021) Guan Yang et al.   IEEE SENSORS JOURNAL

RMIST-Net: Joint Range Migration and Sparse Reconstruction Network for 3-D mmW Imaging

(2021) Mou Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

3-D Short-Range Imaging With Irregular MIMO Arrays Using NUFFT-Based Range Migration Algorithm

(2020) Jianping Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

DeepImaging: A Ground Moving Target Imaging Based on CNN for SAR-GMTI System

(2020) Huilin Mu et al.   IEEE Geoscience and Remote Sensing Letters

DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing

(2019) Hantao Yao et al.   NEUROCOMPUTING

Deep iterative reconstruction for phase retrieval

(2019) Çağatay Işıl et al.   APPLIED OPTICS

Millimeter wave imaging using sparse arrays

(2019) B. Mamandipoor et al.   SIGNAL PROCESSING

Inverse Synthetic Aperture Radar Imaging Using a Fully Convolutional Neural Network

(2019) Changyu Hu et al.   IEEE Geoscience and Remote Sensing Letters

Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

(2018) Alice Lucas et al.   IEEE SIGNAL PROCESSING MAGAZINE

MIMO Radar Calibration and Imagery for Near-Field Scattering Diagnosis

(2018) Yongze Liu et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Learned Primal-Dual Reconstruction

(2018) Jonas Adler et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multiple input multiple output radar imaging based on multidimensional linear equations and sparse signal recovery

(2018) Changzheng Ma et al.   IET Radar Sonar and Navigation

Tensor-based Match Pursuit Algorithm for MIMO Radar Imaging

(2018) P. Huang et al.   Radioengineering

Enhanced Radar Imaging Using a Complex-Valued Convolutional Neural Network

(2018) Jingkun Gao et al.   IEEE Geoscience and Remote Sensing Letters

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

Omega-K Algorithm for Near-Field 3-D Image Reconstruction Based on Planar SIMO/MIMO Array

(2018) Kai Tan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing

(2018) Yan Yang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Solving ill-posed inverse problems using iterative deep neural networks

(2017) Jonas Adler et al.   INVERSE PROBLEMS

Matrix completion-based MIMO radar imaging with sparse planar array

(2017) Xiaowei Hu et al.   SIGNAL PROCESSING

Near-Field Millimeter-Wave Phased Array Imaging With Compressive Sensing

(2017) Qiao Cheng et al.   IEEE Access

Fourier Accelerated Multistatic Imaging: A Fast Reconstruction Algorithm for Multiple-Input-Multiple-Output Radar Imaging

(2017) Daniel L. Marks et al.   IEEE Access

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Fourier-Based Imaging for Subsampled Multistatic Arrays

(2016) Yuri Alvarez et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

A Generalized Approach for SAR and MIMO Radar Imaging of Building Interior Targets With Compressive Sensing

(2015) Wenji Zhang et al.   IEEE Antennas and Wireless Propagation Letters

Microwave Stepped Frequency Head Imaging Using Compressive Sensing With Limited Number of Frequency Steps

(2015) L. Guo et al.   IEEE Antennas and Wireless Propagation Letters

Near-Field Radar Imaging via Compressive Sensing

(2015) Shiyong Li et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

MIMO Radar 3D Imaging Based on Combined Amplitude and Total Variation Cost Function With Sequential Order One Negative Exponential Form

(2014) Changzheng Ma et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

SPARSE ARRAY MICROWAVE 3-D IMAGING: COMPRESSED SENSING RECOVERY AND EXPERIMENTAL STUDY

(2014) Shun-Jun Wei et al.   Progress in Electromagnetics Research-PIER

Advanced Microwave Imaging

(2012) Sherif Ahmed et al.   IEEE MICROWAVE MAGAZINE

Study on Two-Dimensional Sparse MIMO UWB Arrays for High Resolution Near-Field Imaging

(2012) Xiaodong Zhuge et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Three-Dimensional Near-Field MIMO Array Imaging Using Range Migration Techniques

(2012) Xiaodong Zhuge et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Microwave Radar-Based Differential Breast Cancer Imaging: Imaging in Homogeneous Breast Phantoms and Low Contrast Scenarios

(2010) Maciej Klemm et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Modified Kirchhoff Migration for UWB MIMO Array-Based Radar Imaging

(2010) Xiaodong Zhuge et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Sparse Aperture MIMO-SAR-Based UWB Imaging System for Concealed Weapon Detection

(2010) Xiaodong Zhuge et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fast Image Recovery Using Variable Splitting and Constrained Optimization

(2010) Manya V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparsity and Compressed Sensing in Radar Imaging

(2010) Lee C. Potter et al.   PROCEEDINGS OF THE IEEE

Computational Methods for Sparse Solution of Linear Inverse Problems

(2010) Joel A Tropp et al.   PROCEEDINGS OF THE IEEE

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE