HySARNet: a hybrid machine learning approach to synthetic aperture radar automatic target recognition

Automatic Target Recognition XXIX ◽

10.1117/12.2518155 ◽

2019 ◽

Author(s):

Ryan J. Soldin ◽

Douglas N. MacDonald ◽

Matthew D. Reisman ◽

Latisha R. Konz ◽

Roger Rouse ◽

...

Keyword(s):

Machine Learning ◽

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Learning Approach ◽

Machine Learning Approach ◽

Hybrid Machine ◽

Radar Automatic Target Recognition ◽

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Synthetic aperture radar automatic target recognition with three strategies of learning and representation

Optical Engineering ◽

10.1117/1.602495 ◽

2000 ◽

Vol 39 (5) ◽

pp. 1230 ◽

Author(s):

Qun Zhao

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Radar Automatic Target Recognition ◽

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Two-Dimensional Maximum Clustering-Based Scatter Difference Discriminant Analysis for Synthetic Aperture Radar Automatic Target Recognition

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01510-6_74 ◽

2009 ◽

pp. 655-663 ◽

Author(s):

Liping Hu ◽

Hongwei Liu ◽

Shunjun Wu

Keyword(s):

Discriminant Analysis ◽

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Two Dimensional ◽

Radar Automatic Target Recognition ◽

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Optimal trade-off distance classifier correlation filters (OTDCCFs) for synthetic aperture radar automatic target recognition (SAR ATR)

10.1117/12.281548 ◽

1997 ◽

Author(s):

Daniel W. Carlson ◽

Bhagavatula Vijaya Kumar ◽

Robert R. Mitchell ◽

Michael Hoffelder

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Correlation Filters ◽

Trade Off ◽

Radar Automatic Target Recognition ◽

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A Machine Learning Approach to Flood Depth and Extent Detection Using Sentinel 1A/B Synthetic Aperture Radar

10.1109/igarss47720.2021.9553601 ◽

2021 ◽

Author(s):

K. Tiampo ◽

C. Woods ◽

L. Huang ◽

P. Sharma ◽

Z. Chen ◽

...

Keyword(s):

Machine Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Learning Approach ◽

Flood Depth ◽

Machine Learning Approach ◽

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Robust method for the matching of attributed scattering centers with application to synthetic aperture radar automatic target recognition

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.10.016010 ◽

2016 ◽

Vol 10 (1) ◽

pp. 016010 ◽

Author(s):

Baiyuan Ding ◽

Gongjian Wen ◽

Jinrong Zhong ◽

Conghui Ma ◽

Xiaoliang Yang

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Robust Method ◽

Scattering Centers ◽

Radar Automatic Target Recognition ◽

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Cueing, feature discovery, and one-class learning for synthetic aperture radar automatic target recognition

Neural Networks ◽

10.1016/0893-6080(95)00049-6 ◽

1995 ◽

Vol 8 (7-8) ◽

pp. 1081-1102 ◽

Author(s):

Mark W. Koch ◽

Mary M. Moya ◽

Larry D. Hostetler ◽

R.Joseph Fogler

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Feature Discovery ◽

Radar Automatic Target Recognition ◽

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Synthetic aperture radar automatic target recognition using adaptive boosting

10.1117/12.602666 ◽

2005 ◽

Author(s):

Yijun Sun ◽

Zhipeng Liu ◽

Sinisa Todorovic ◽

Jian Li

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Adaptive Boosting ◽

Radar Automatic Target Recognition ◽

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Joint classification of complementary features based on multitask compressive sensing with application to synthetic aperture radar automatic target recognition

Journal of Electronic Imaging ◽

10.1117/1.jei.27.5.053034 ◽

2018 ◽

Vol 27 (05) ◽

pp. 1 ◽

Author(s):

Lizhong Jin ◽

Junjie Chen ◽

Xinguang Peng

Keyword(s):

Synthetic Aperture Radar ◽

Compressive Sensing ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Radar Automatic Target Recognition ◽

Joint Classification ◽

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Neighborhood virtual points discriminant embedding for synthetic aperture radar automatic target recognition

Optical Engineering ◽

10.1117/1.oe.52.3.036201 ◽

2013 ◽

Vol 52 (3) ◽

pp. 036201 ◽

Author(s):

Jifang Pei ◽

Yulin Huang ◽

Xian Liu ◽

Jianyu Yang

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Radar Automatic Target Recognition ◽

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Enhanced synthetic aperture radar automatic target recognition method based on novel features

Applied Optics ◽

10.1364/ao.55.008893 ◽

2016 ◽

Vol 55 (31) ◽

pp. 8893 ◽

Author(s):

Chen Ning ◽

Wenbo Liu ◽

Gong Zhang ◽

Jiejun Yin ◽

Xiuxia Ji

Keyword(s):

Synthetic Aperture Radar ◽

Target Recognition ◽

Automatic Target Recognition ◽

Synthetic Aperture ◽

Recognition Method ◽

Radar Automatic Target Recognition ◽

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