2 papers
cs.CV2021
Neural Architecture Search in operational context: a remote sensing case-study
Anthony Cazasnoves, Pierre-Antoine Ganaye, Kévin Sanchis +1
Deep learning has become in recent years a cornerstone tool fueling key innovations in the industry, such as autonomous driving. To attain good performances, the neural network arc…
cs.CV2018
Towards integrating spatial localization in convolutional neural networks for brain image segmentation
Pierre-Antoine Ganaye, Michaël Sdika, Hugues Benoit-Cattin
Semantic segmentation is an established while rapidly evolving field in medical imaging. In this paper we focus on the segmentation of brain Magnetic Resonance Images (MRI) into ce…