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Jose Agustin Barrachina
Jose Agustin Barrachina
SONDRA / ONERA
Adresse e-mail validée de centralesupelec.fr - Page d'accueil
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Complex-valued vs. real-valued neural networks for classification perspectives: An example on non-circular data
JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
352021
Complex valued neural networks (cvnn)
JA Barrachina
Version v1. 0.3. Jan, 2021
172021
Theory and implementation of complex-valued neural networks
JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
arXiv preprint arXiv:2302.08286, 2023
102023
Real-and complex-valued neural networks for sar image segmentation through different polarimetric representations
JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
2022 IEEE International Conference on Image Processing (ICIP), 1456-1460, 2022
92022
About the equivalence between complex-valued and real-valued fully connected neural networks-application to PolInSAR images
JA Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
92021
Comparison between equivalent architectures of complex-valued and real-valued neural networks-Application on polarimetric SAR image segmentation
JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
Journal of Signal Processing Systems 95 (1), 57-66, 2023
72023
Negu93/cvnn: Complex-valued neural networks
JA Barrachina
Ph. D. Thesis, 2022
62022
Complex-valued neural networks for radar applications
JA Barrachina
Université Paris-Saclay, 2022
52022
Complex-valued neural networks for polarimetric sar segmentation using pauli representation
JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
32022
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks
JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
IEEE Open Journal of Signal Processing 4, 157-166, 2023
22023
Merits of complex-valued neural networks for polsar image segmentation
JA Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
GRETSI 2022, 2022
12022
Theory and Implementation of Complex-Valued Neural Networks
J Agustin Barrachina, C Ren, G Vieillard, C Morisseau, JP Ovarlez
arXiv e-prints, arXiv: 2302.08286, 2023
2023
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks
J Agustin Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
arXiv e-prints, arXiv: 2210.17419, 2022
2022
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data
J Agustin Barrachina, C Ren, C Morisseau, G Vieillard, JP Ovarlez
arXiv e-prints, arXiv: 2009.08340, 2020
2020
Herramienta multifunción para la empresa Spectro
JA Barrachina, FT Schober, A Viotti Bozzini
2018
Esteganografía en imágenes
N Aguilar, JA Barrachina, G Castelli, A Viotti Bozzini
2017
Proyecto final de Ingeniería Electrónica
JA Barrachina, FT Schober, A Viotti Bozzini, W Orchessi, R Pingitore, ...
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