-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing
Synthetic aperture radar (SAR) is a widely used active high-resolution microwave imaging
technique that has alltime and all-weather reconnaissance ability. Compared with …
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
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 …
approach for the focusing in terrain observation by progressive scans (TOPS) synthetic …
Sparse SAR imaging based on L 1/2 regularization
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 …
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 …
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
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 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 …
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
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 …
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
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 …
and receives electromagnetic waves to achieve high-resolution imaging of the surveillance …
SAR image reconstruction via incremental imaging with compressive sensing
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 …
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 …
processing has been widely used in synthetic aperture radar (SAR) imaging during the …