Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation
Barrachina, José Agustín, Ren, Chengfang, Morisseau, Christèle, Vieillard, Gilles, Ovarlez, Jean-Philippe
Published in Journal of signal processing systems (01.01.2023)
Published in Journal of signal processing systems (01.01.2023)
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Journal Article
Micro-Doppler Signal Representation for Drone Classification by Deep Learning
Gerard, Julien, Tomasik, Joanna, Morisseau, Christele, Rimmel, Arpad, Vieillard, Gilles
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
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Conference Proceeding
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks
Barrachina, José Agustin, Ren, Chengfang, Morisseau, Christèle, Vieillard, Gilles, Ovarlez, Jean-Philippe
Year of Publication 28.10.2022
Year of Publication 28.10.2022
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Journal Article
Complex-Valued Neural Networks for Polarimetric Sar Segmentation Using Pauli Representation
Barrachina, J. A., Ren, C., Morisseau, C., Vieillard, G., Ovarlez, J.-P.
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
Complex-Valued Vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data
Barrachina, J. A., Ren, C., Morisseau, C., Vieillard, G., Ovarlez, J.-P.
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations
Barrachina, J. A., Ren, C., Vieillard, G., Morisseau, C., Ovarlez, J.-P.
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Theory and Implementation of Complex-Valued Neural Networks
Barrachina, Jose Agustin, Ren, Chengfang, Vieillard, Gilles, Morisseau, Christele, Ovarlez, Jean-Philippe
Year of Publication 16.02.2023
Year of Publication 16.02.2023
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Journal Article
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data
Barrachina, Jose Agustin, Ren, Chenfang, Morisseau, Christele, Vieillard, Gilles, Ovarlez, Jean-Philippe
Year of Publication 17.09.2020
Year of Publication 17.09.2020
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Journal Article
About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar Images
Barrachina, J. A., Ren, C., Vieillard, G., Morisseau, C., Ovarlez, J.-P.
Published in 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) (25.10.2021)
Published in 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) (25.10.2021)
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Conference Proceeding
Over-the-horizon radar target tracking using MQP ionospheric modeling
Bourgeois, D., Morisseau, C., Flecheux, M.
Published in 2005 7th International Conference on Information Fusion (2005)
Published in 2005 7th International Conference on Information Fusion (2005)
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Conference Proceeding
Histograms method: a new concept of DOA finding
Christele, M., Marc, F., Dominique, M.
Published in 6th International Conference on Signal Processing, 2002 (2002)
Published in 6th International Conference on Signal Processing, 2002 (2002)
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Conference Proceeding