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Jose Agustin Barrachina
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2020 – today
- 2023
- [j1]José Agustin Barrachina
, Chengfang Ren
, Christèle Morisseau, Gilles Vieillard, Jean Philippe Ovarlez
:
Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation. J. Signal Process. Syst. 95(1): 57-66 (2023) - [i3]Jose Agustin Barrachina, Chengfang Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez:
Theory and Implementation of Complex-Valued Neural Networks. CoRR abs/2302.08286 (2023) - 2022
- [b1]Jose Agustin Barrachina:
Complex-valued neural networks for radar applications. (Réseau de neurones à valeurs complexes pour les applications radar). University of Paris-Saclay, France, 2022 - [c4]Jose Agustin Barrachina
, Chengfang Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez:
Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations. ICIP 2022: 1456-1460 - [c3]Jose Agustin Barrachina
, Chenfang Ren, Christèle Morisseau, Gilles Vieillard, Jean Philippe Ovarlez:
Complex-Valued Neural Networks for Polarimetric Sar Segmentation Using Pauli Representation. IGARSS 2022: 4984-4987 - [i2]José Agustin Barrachina, Chengfang Ren, Christèle Morisseau, Gilles Vieillard, Jean Philippe Ovarlez:
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks. CoRR abs/2210.17419 (2022) - 2021
- [c2]Jose Agustin Barrachina
, Chenfang Ren, Christèle Morisseau, Gilles Vieillard, Jean Philippe Ovarlez:
Complex-Valued Vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data. ICASSP 2021: 2990-2994 - [c1]Jose Agustin Barrachina
, Chenfang Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez:
About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar Images. MLSP 2021: 1-6 - 2020
- [i1]Jose Agustin Barrachina, Chenfang Ren, Christèle Morisseau, Gilles Vieillard, Jean Philippe Ovarlez:
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data. CoRR abs/2009.08340 (2020)
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