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 …

Target recognition in SAR images based on information-decoupled representation

M Chang, X You - Remote Sensing, 2018 - mdpi.com
This paper proposes an automatic target recognition (ATR) method for synthetic aperture
radar (SAR) images based on information-decoupled representation. A typical SAR image of …

SAR target recognition via supervised discriminative dictionary learning and sparse representation of the SAR-HOG feature

S Song, B Xu, J Yang - Remote Sensing, 2016 - mdpi.com
Automatic target recognition (ATR) in synthetic aperture radar (SAR) images plays an
important role in both national defense and civil applications. Although many methods have …

Target recognition in SAR imagery based on local gradient ratio pattern

X Yuan, T Tang, D Xiang, Y Li, Y Su - International journal of …, 2014 - Taylor & Francis
Due to weather-and illumination-independent characteristics, synthetic aperture radar (SAR)
has become an important tool for target recognition. Using analysis of existing methods, a …

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 reconstruction based on attributed scattering centers with application to robust SAR ATR

J Fan, A Tomas - Remote Sensing, 2018 - mdpi.com
This paper proposes a synthetic aperture radar (SAR) automatic target recognition (ATR)
method by target reconstruction based on attributed scattering centers (ASCs). The extracted …

Hierarchical fusion of convolutional neural networks and attributed scattering centers with application to robust SAR ATR

C Jiang, Y Zhou - Remote Sensing, 2018 - mdpi.com
This paper proposes a synthetic aperture radar (SAR) automatic target recognition (ATR)
method via hierarchical fusion of two classification schemes, ie, convolutional neural …

Combination of global and local filters for robust SAR target recognition under various extended operating conditions

B Ding, G Wen - Information Sciences, 2019 - Elsevier
In this paper, a robust synthetic aperture radar (SAR) automatic target recognition (ATR)
method is proposed by combining the global and local filters, especially aiming to improve …

A novel SAR target recognition method combining electromagnetic scattering information and GCN

C Li, L Du, Y Li, J Song - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
The existing deep learning studies on synthetic aperture radar (SAR) automatic target
recognition (ATR) mainly focus on the utilization of the amplitude of SAR image via …

Target reconstruction based on 3-D scattering center model for robust SAR ATR

B Ding, G Wen - IEEE Transactions on Geoscience and Remote …, 2018 - ieeexplore.ieee.org
This paper proposes a robust synthetic aperture radar (SAR) automatic target recognition
method based on the 3-D scattering center model. The 3-D scattering center model is …