Pierre Lepetit

According to our database, Pierre Lepetit authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Evaluation of drain, a deep-learning approach to rain retrieval from gpm passive microwave radiometer.

Nicolas Viltard, Vibolroth Sambath, Pierre Lepetit, Audrey Martini, Laurent Barthès, Cécile Mallet

CoRR, 2023

2022

Using Deep Learning for Restoration of Precipitation Echoes in Radar Data.

Pierre Lepetit, Camille Ly, Laurent Barthès, Cécile Mallet, Nicolas Viltard, Yvon Lemaitre, Lucie Rottner

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Méthodes d'apprentissage profond pour l'estimation de paramètres météorologiques à partir d'images webcam. Applications au suivi des épisodes de neige en plaine. (Deep learning methods for the estimation of meteorological parameters from webcam images. Application for the characterization of snow events in lowlands).

Pierre Lepetit

PhD thesis, 2021

2020

Retrieving Rain rates from space borne microwave sensors using U-nets.

Nicolas Viltard, Pierre Lepetit, Cécile Mallet, Laurent Barthès, Audrey Martini

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

Learning to compare visibility on webcam images.

Pierre Lepetit, Laurent Barthes, Cécile Mallet, Nicolas Viltard

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020