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Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data

J Agustin A Barrachina , Chengfang Ren , Christele Morisseau , Gilles Vieillard , Jean-Philippe Ovarlez
2020
Preprints, Working Papers, ... hal-02941957v1
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Merits of Complex-Valued Neural Networks for PolSAR image segmentation

José Agustin Barrachina , Chengfang Ren , Christèle Morisseau , Gilles Vieillard , Jean-Phillipe Ovarlez
GRETSI 2022, Sep 2022, Nancy, France
Conference papers hal-03830417v1
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Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation

José Agustín Barrachina , Chengfang Ren , Christèle Morisseau , Gilles Vieillard , Jean-Philippe Ovarlez
Journal of Signal Processing Systems, 2022, ⟨10.1007/s11265-022-01793-0⟩
Journal articles hal-03771786v1
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Micro-Doppler Signal Representation for Drone Classification by Deep Learning

Julien Gérard , Joanna Tomasik , Christèle Morisseau , Arpad Rimmel , Gilles Vieillard
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, France. ⟨10.23919/Eusipco47968.2020.9287525⟩
Conference papers hal-03602645v1
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Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data

J Agustin A Barrachina , Chengfang Ren , Christele Morisseau , Gilles Vieillard , Jean-Philippe Ovarlez
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Conference papers hal-03144092v1