Automatic target recognition on synthetic aperture radar imagery: A survey

O Kechagias-Stamatis, N Aouf - IEEE Aerospace and Electronic …, 2021 - ieeexplore.ieee.org
Automatic target recognition (ATR) for military applications is one of the core processes
toward enhancing intelligence and autonomously operating military platforms. Spurred by …

Target recognition in synthetic aperture radar images via matching of attributed scattering centers

B Ding, G Wen, X Huang, C Ma… - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
This paper presents an approach for attributed scattering center (ASC) matching with
application to synthetic aperture radar (SAR) automatic target recognition (ATR). A statistics …

SAR target recognition via local sparse representation of multi-manifold regularized low-rank approximation

M Yu, G Dong, H Fan, G Kuang - Remote Sensing, 2018 - mdpi.com
The extraction of a valuable set of features and the design of a discriminative classifier are
crucial for target recognition in SAR image. Although various features and classifiers have …

SAR target recognition using cGAN-based SAR-to-optical image translation

Y Sun, W Jiang, J Yang, W Li - Remote Sensing, 2022 - mdpi.com
Target recognition in synthetic aperture radar (SAR) imagery suffers from speckle noise and
geometric distortion brought by the range-based coherent imaging mechanism. A new SAR …

An SAR Image Automatic Target Recognition Method Based on the Scattering Parameter Gaussian Mixture Model

J Qin, Z Liu, L Ran, R Xie, J Tang, H Zhu - Remote Sensing, 2023 - mdpi.com
General synthetic aperture radar (SAR) image automatic target recognition (ATR) methods
perform well under standard operation conditions (SOCs). However, they are not effective in …

Noise-robust target recognition of SAR images based on attribute scattering center matching

X Zhang - Remote Sensing Letters, 2019 - Taylor & Francis
ABSTRACT A noise-robust target recognition method of synthetic aperture radar (SAR)
images is proposed based on attributed scattering center (ASC) matching. The ASCs are …

Combination of joint representation and adaptive weighting for multiple features with application to SAR target recognition

L Yu, L Wang, Y Xu - Scientific Programming, 2021 - Wiley Online Library
For the synthetic aperture radar (SAR) target recognition problem, a method combining
multifeature joint classification and adaptive weighting is proposed with innovations in fusion …

Target recognition of SAR images based on multi-resolution representation

B Ding, G Wen - Remote Sensing Letters, 2017 - Taylor & Francis
This letter presents a target recognition method for synthetic aperture radar (SAR) images by
exploiting the multi-resolution information. For the training samples, images with lower …

A multi-view SAR target recognition method using feature fusion and joint classification

Y Tang, J Chen - Remote Sensing Letters, 2022 - Taylor & Francis
To handle synthetic aperture radar (SAR) image target recognition problem, a multi-view
method is proposed. For the multi-view SAR images be recognized, they are first clustered …

Target recognition in synthetic aperture radar images via joint multifeature decision fusion

S Liu, J Yang - Journal of Applied Remote Sensing, 2018 - spiedigitallibrary.org
Multifeature decision fusion is an effective way to promote the performance of target
recognition of synthetic aperture radar (SAR) images. This paper proposes a joint …