-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing

H Bi, B Zhang, XX Zhu, W Hong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is a widely used active high-resolution microwave imaging
technique that has alltime and all-weather reconnaissance ability. Compared with …

Extended Chirp Scaling-Baseband Azimuth Scaling-Based Azimuth–Range Decouple Regularization for TOPS SAR Imaging via CAMP

H Bi, B Zhang, XX Zhu, C Jiang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper proposes a novel azimuth-range decouple-based L 1 regularization imaging
approach for the focusing in terrain observation by progressive scans (TOPS) synthetic …

Sparse SAR imaging based on L 1/2 regularization

JS Zeng, J Fang, ZB Xu - Science China Information Sciences, 2012 - Springer
In this paper, a novel method for synthetic aperture radar (SAR) imaging is proposed. The
approach is based on L 1/2 regularization to reconstruct the scattering field, which optimizes …

An efficient general algorithm for SAR imaging: Complex approximate message passing combined with backprojection

X Quan, B Zhang, JG Liu, Y Wu - IEEE Geoscience and Remote …, 2016 - ieeexplore.ieee.org
Due to the great computation load and memory cost of the matrix-vector multiplication, the
sparse reconstruction algorithms are severely limited in the applications of radar imaging …

Accelerated L1/2 regularization based SAR imaging via BCR and reduced Newton skills

J Zeng, Z Xu, B Zhang, W Hong, Y Wu - Signal Processing, 2013 - Elsevier
Sparse synthetic aperture radar (SAR) imaging has been highlighted in recent studies. As
an important sparsity constraint, L1/2 regularizer has been substantiated effectively when …

An adaptive and fast CFAR algorithm based on automatic censoring for target detection in high-resolution SAR images

G Gao, L Liu, L Zhao, G Shi… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
An adaptive and fast constant false alarm rate (CFAR) algorithm based on automatic
censoring (AC) is proposed for target detection in high-resolution synthetic aperture radar …

L(1/2) Regularization for ISAR Imaging and Target Enhancement of Complex Image

A Wu, Y Wu, Y Jin, Y Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) and inverse synthetic aperture radar (ISAR) imaging
technology are powerful tools to acquire high-resolution radar image, which is an important …

[PDF][PDF] A novel iterative soft thresholding algorithm for L1 regularization based SAR image enhancement

H Bi, G Bi - Science China Information Sciences, 2019 - researchgate.net
Dear editor, Synthetic aperture radar (SAR) is an active microwave device which transmits
and receives electromagnetic waves to achieve high-resolution imaging of the surveillance …

SAR image reconstruction via incremental imaging with compressive sensing

MS Kang, JM Baek - IEEE Transactions on Aerospace and …, 2023 - ieeexplore.ieee.org
For synthetic aperture radar (SAR) imaging, the irregular loss of received data and the
nonuniformly under sampling yield the SAR azimuth ambiguity (SAA) resulting in the …

An accurate sparse SAR imaging method for enhancing region-based features via nonconvex and TV regularization

Z Xu, M Liu, G Zhou, Z Wei, B Zhang… - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
With the rapid development of compressed sensing theories and applications, sparse signal
processing has been widely used in synthetic aperture radar (SAR) imaging during the …