Gilles Vieillard

According to our database1, Gilles Vieillard authored at least 9 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

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

Theory and Implementation of Complex-Valued Neural Networks.
CoRR, 2023

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

2020
Micro-Doppler Signal Representation for Drone Classification by Deep Learning.
Proceedings of the 28th European Signal Processing Conference, 2020

2009
Supervised Classification by Neural Networks using Polarimetric Time-frequency Signatures.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009


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