Jose Agustin Barrachina
Orcid: 0000-0002-2139-514X
According to our database1,
Jose Agustin Barrachina
authored at least 8 papers
between 2021 and 2023.
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Bibliography
2023
Comparison Between Equivalent Architectures of Complex-valued and Real-valued Neural Networks - Application on Polarimetric SAR Image Segmentation.
J. Signal Process. Syst., January, 2023
2022
Complex-valued neural networks for radar applications. (Réseau de neurones à valeurs complexes pour les applications radar).
PhD thesis, 2022
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks.
CoRR, 2022
Complex-Valued Neural Networks for Polarimetric Sar Segmentation Using Pauli Representation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
About the Equivalence Between Complex-Valued and Real-Valued Fully Connected Neural Networks - Application to Polinsar Images.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Complex-Valued Vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data.
Proceedings of the IEEE International Conference on Acoustics, 2021