Deep feature extraction and combination for synthetic aperture radar target classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.11.042616 ◽

2017 ◽

Vol 11 (04) ◽

pp. 1 ◽

Author(s):

Moussa Amrani ◽

Feng Jiang

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

Deep Feature ◽

Deep Feature Extraction ◽

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NMF and FLD based feature extraction with application to Synthetic Aperture Radar target recognition

2012 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2012.6364801 ◽

2012 ◽

Author(s):

Zongjie Cao ◽

Jilan Feng ◽

Rui Min ◽

Yiming Pi

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Target Recognition ◽

Synthetic Aperture ◽

Radar Target ◽

Radar Target Recognition ◽

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Sparsity-based data conditioning for more robust deep-learning synthetic aperture radar target classification (Conference Presentation)

Algorithms for Synthetic Aperture Radar Imagery XXVII ◽

10.1117/12.2560677 ◽

2020 ◽

Author(s):

Eric K. Davis ◽

Francesca Vidal ◽

Chris Capraro ◽

Uttam Kumar Majumder

Keyword(s):

Deep Learning ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

Data Conditioning ◽

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Polarimetric fusion for synthetic aperture radar target classification

Pattern Recognition ◽

10.1016/s0031-3203(96)00099-4 ◽

1997 ◽

Vol 30 (5) ◽

pp. 769-775 ◽

Author(s):

Andrew Hauter ◽

Kuo Chu Chang ◽

Sherman Karp

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

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A quasi-parametric algorithm for synthetic aperture radar target feature extraction and imaging with angle diversity

Circuits Systems and Signal Processing ◽

10.1007/bf01200890 ◽

2000 ◽

Vol 19 (4) ◽

pp. 301-319 ◽

Author(s):

Junzheng Man ◽

Guoqing Liu ◽

Jian Li ◽

Rob Williams

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Feature ◽

Angle Diversity ◽

Parametric Algorithm ◽

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Synthetic aperture radar target classification via joint sparse representation of multi-level dominant scattering images

Optik ◽

10.1016/j.ijleo.2019.04.014 ◽

2019 ◽

Vol 186 ◽

pp. 110-119 ◽

Author(s):

Lizhong Jin ◽

Junjie Chen ◽

Xinguang Peng

Keyword(s):

Synthetic Aperture Radar ◽

Sparse Representation ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

Joint Sparse Representation ◽

Multi Level ◽

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Synthetic Aperture Radar Target Classification Based on 3-D Convolutional Neural Network

2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/icsip49896.2020.9339431 ◽

2020 ◽

Author(s):

Hongliang Zhu ◽

Tat Wong ◽

Nan Lin ◽

Weiye Wang ◽

Segios Thedoridis

Keyword(s):

Neural Network ◽

Synthetic Aperture Radar ◽

Convolutional Neural Network ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

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A method for detecting the presence of confusion targets in synthetic aperture radar target classification (Conference Presentation)

Algorithms for Synthetic Aperture Radar Imagery XXVII ◽

10.1117/12.2560672 ◽

2020 ◽

Author(s):

Chris Capraro ◽

Wesley Stevens ◽

Eric K. Davis ◽

Uttam Kumar Majumder

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

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Shadow Compensation for Synthetic Aperture Radar Target Classification by Dual Parallel Generative Adversarial Network

IEEE Sensors Letters ◽

10.1109/lsens.2020.3009179 ◽

2020 ◽

Vol 4 (8) ◽

pp. 1-4

Author(s):

Hongliang Zhu ◽

Rocky Leung ◽

Minyi Hong

Keyword(s):

Synthetic Aperture Radar ◽

Synthetic Aperture ◽

Radar Target ◽

Target Classification ◽

Generative Adversarial Network ◽

Adversarial Network ◽

Shadow Compensation ◽

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Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323504 ◽

2020 ◽

Author(s):

Soronzonbold Otgonbaatar ◽

Mihai Datcu

Keyword(s):

Feature Extraction ◽

Synthetic Aperture Radar ◽

Synthetic Aperture Radar Image ◽

Radar Image ◽

Synthetic Aperture ◽

Quantum Annealing ◽

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A New Target Classification Method for Synthetic Aperture Radar Images based on Wavelet Scattering Transform

2020 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc50002.2020.9259471 ◽

2020 ◽

Author(s):

Hongliang Zhu ◽

Tat Wong ◽

Nan Lin ◽

Howong Lung ◽

Zhayuan Li ◽

...

Keyword(s):

Synthetic Aperture Radar ◽

Classification Method ◽

Synthetic Aperture ◽

Target Classification ◽

Radar Images ◽

Scattering Transform ◽

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