Lightweight FISTA-inspired sparse reconstruction network for mmW 3-D holography

M Wang, S Wei, J Liang, S Liu, J Shi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Integrating compressed sensing (CS) with millimeter-wave (mmW) holography has shown
great potential to achieve lightweight onboard hardware, low sampling ratio, and high-speed …

A two-step inverse-scattering technique in variable-exponent Lebesgue spaces for through-the-wall microwave imaging: Experimental results

A Randazzo, C Ponti, A Fedeli… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
A novel two-step inverse-scattering technique is proposed for through-the-wall microwave
imaging. The approach is based on a regularization scheme developed in the framework of …

Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA

H Brehier, A Breloy, C Ren, G Ginolhac - Signal Processing, 2024 - Elsevier
The detection of multiple targets in an enclosed scene, from its outside, is a challenging
topic of research addressed by Through-the-Wall Radar Imaging (TWRI). Traditionally, TWRI …

A Multi-Target Detection Method Based on Improved U-Net for UWB MIMO Through-Wall Radar

J Pan, Z Zheng, D Zhao, K Yan, J Nie, B Zhou, G Fang - Remote Sensing, 2023 - mdpi.com
Ultra-wideband (UWB) multiple-input multiple-output (MIMO) through-wall radar is widely
used in through-wall human target detection for its good penetration characteristics and …

General nonconvex total variation and low-rank regularizations: model, algorithm and applications

T Sun, D Li - Pattern Recognition, 2022 - Elsevier
Abstract Total Variation and Low-Rank regularizations have shown significant successes in
machine learning, data mining, and image processing in past decades. This paper develops …

[HTML][HTML] Application of machine learning in electrical process tomography with variable frequency measurement sequences

G Kłosowski, M Kulisz, T Rymarczyk, Ł Skowron… - Measurement, 2025 - Elsevier
This study presents an innovative methodology for reconstructing internal structures of
industrial tank reactors using Electrical Impedance Tomography (EIT). The approach …

Airborne radar super-resolution imaging based on fast total variation method

Q Zhang, Y Zhang, Y Zhang, Y Huang, J Yang - Remote Sensing, 2021 - mdpi.com
Total variation (TV) is an effective super-resolution method to improve the azimuth resolution
and preserve the contour information of the target in airborne radar imaging. However, the …

[HTML][HTML] Enhancing radar tracking accuracy using combined Hilbert transform and proximal gradient methods

A Jabbar, MK Jabbar, A Jabbar, AS Almasoud… - Results in …, 2024 - Elsevier
Accurate radar tracking is crucial in defense, navigation, and surveillance applications,
where high precision and resilience to noise are essential. Traditional radar tracking …

A through-the-wall imaging approach based on a tsvd/variable-exponent lebesgue-space method

A Randazzo, C Ponti, A Fedeli, C Estatico… - Remote Sensing, 2021 - mdpi.com
A hybrid inversion scheme for through-the-wall imaging is proposed in this paper. The
approach is based on a linearized model of the inverse-scattering problem, employing the …

Fast multi-grid methods for minimizing curvature energies

Z Zhang, K Chen, K Tang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The geometric high-order regularization methods such as mean curvature and Gaussian
curvature, have been intensively studied during the last decades due to their abilities in …