Gilles Vieillard

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 9

Top Topics

Linear Equations

Multilayer Perceptron

Top Venues

Publications

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) (2023)
Jose Agustin Barrachina, Chengfang Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez
Theory and Implementation of Complex-Valued Neural Networks. CoRR (2023)
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 (2022)
Jose Agustin Barrachina, C. Ren, Gilles Vieillard, Christèle Morisseau, Jean Philippe Ovarlez
Real- and Complex-Valued Neural Networks for SAR Image Segmentation Through Different Polarimetric Representations. ICIP (2022)
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)
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)
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)
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 (2020)
Julien Gérard, Joanna Tomasik, Christèle Morisseau, Arpad Rimmel, Gilles Vieillard
Micro-Doppler Signal Representation for Drone Classification by Deep Learning. EUSIPCO (2020)
Mickaël Duquenoy, Jean Philippe Ovarlez, Christèle Morisseau, Gilles Vieillard, Laurent Ferro-Famil, Eric Pottier
Supervised Classification by Neural Networks using Polarimetric Time-frequency Signatures. IGARSS (4) (2009)