Romain Thoreau

According to our database, Romain Thoreau authored at least 4 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Toulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques.

Romain Thoreau, Laurent Risser, Véronique Achard, Béatrice Berthelot, Xavier Briottet

CoRR, 2023

2022

p³VAE: a physics-integrated generative model. Application to the semantic segmentation of optical remote sensing images.

Romain Thoreau, Laurent Risser, Véronique Achard, Béatrice Berthelot, Xavier Briottet

CoRR, 2022

Probabilistic Breaking Tie: An Active Learning Strategy To Leverage Class Hierarchy For Impervious Surfaces Classification.

Romain Thoreau, Véronique Achard, Laurent Risser, Béatrice Berthelot, Xavier Briottet

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

2021

Hyperspectral Classification Based on Spectral Indices Learned Through Soft Attention Units.

Romain Thoreau, Véronique Achard, Xavier Briottet

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021