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 …

A SAR target recognition method based on decision fusion of multiple features and classifiers

Z Lu, G Jiang, Y Guan, Q Wang, J Wu - Scientific Programming, 2021 - Wiley Online Library
A synthetic aperture radar (SAR) target recognition method combining multiple features and
multiple classifiers is proposed. The Zernike moments, kernel principal component analysis …

SAR target recognition based on multi-feature multiple representation classifier fusion

Z Xinzheng, T Zhiying, W Yijian - 雷达学报, 2017 - radars.ac.cn
In this paper, we present a Synthetic Aperture Radar (SAR) image target recognition
algorithm based on multi-feature multiple representation learning classifier fusion. First, it …

Target recognition of synthetic aperture radar images using multi-criteria SRC

J Wang, Y Zhai - Remote Sensing Letters, 2021 - Taylor & Francis
ABSTRACT A multi-criteria sparse representation-based classification (SRC) is developed
for synthetic aperture radar (SAR) target recognition. The sparse representation is first …

Decision fusion of sparse representation and support vector machine for SAR image target recognition

H Liu, S Li - Neurocomputing, 2013 - Elsevier
We propose a decision fusion method of Sparse Representation (SR) and Support Vector
Machine (SVM) for Synthetic Aperture Radar (SAR) image target recognition in this paper …

Joint classification of multiresolution representations with discrimination analysis for SAR ATR

Z Zhang - Journal of Electronic Imaging, 2018 - spiedigitallibrary.org
This paper proposes an automatic target recognition of synthetic aperture radar image by
joint classification of multiresolution representations with discrimination analysis. The …

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 …

Recognition of targets in SAR images using joint classification of deep features fused by multi-canonical correlation analysis

H Gao, S Peng, W Zeng - Remote Sensing Letters, 2019 - Taylor & Francis
This letter proposes a synthetic aperture radar (SAR) target recognition method via joint
classification of deep features fused by multi-canonical correlation analysis (MCCA). A …

Joint sparse representation based automatic target recognition in SAR images

H Zhang, NM Nasrabadi, TS Huang… - … for Synthetic Aperture …, 2011 - spiedigitallibrary.org
In this paper, we introduce a novel joint sparse representation based automatic target
recognition (ATR) method using multiple views, which can not only handle multi-view ATR …

Synthetic aperture radar target recognition based on adaptive decision fusion of multiple views

J Liang - Journal of Electronic Imaging, 2024 - spiedigitallibrary.org
For the synthetic aperture radar (SAR) automatic target recognition problem, we propose a
multiview method based on adaptive decision fusion. Considering the possible …