Cécile Mallet

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 7

Top Topics

Dynamic Time Warping

Nearest Neighbor Classifier

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Data Sci. Anal.

Publications

Vibolroth Sambath, Natanaël Dubois-Quilici, Nicolas Viltard, Audrey Martini, Cécile Mallet
Unsupervised Domain Adaptation to Mitigate Out-of-Distribution Problem of Spatial Radiometer Images: Application to Quantitative Precipitation Estimation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Nicolas Viltard, Vibolroth Sambath, Pierre Lepetit, Audrey Martini, Laurent Barthès, Cécile Mallet
Evaluation of drain, a deep-learning approach to rain retrieval from gpm passive microwave radiometer. CoRR (2023)
Pierre Lepetit, Camille Ly, Laurent Barthès, Cécile Mallet, Nicolas Viltard, Yvon Lemaitre, Lucie Rottner
Using Deep Learning for Restoration of Precipitation Echoes in Radar Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mohamed Djallel Dilmi, Laurent Barthes, Cécile Mallet, Aymeric Chazottes
Iterative multiscale dynamic time warping (IMs-DTW): a tool for rainfall time series comparison. Int. J. Data Sci. Anal. 10 (1) (2020)
Nicolas Viltard, Pierre Lepetit, Cécile Mallet, Laurent Barthès, Audrey Martini
Retrieving Rain rates from space borne microwave sensors using U-nets. CI (2020)
Pierre Lepetit, Laurent Barthes, Cécile Mallet, Nicolas Viltard
Learning to compare visibility on webcam images. CI (2020)
Mohamed Djallel Dilmi, Laurent Barthes, Cécile Mallet, Aymeric Chazottes
Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW). CoRR (2019)
Miguel Perez Chavariar, Carlos Mejia, Cécile Mallet, Michel Crépon, Fouad Badran, Sylvie Thiria
Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors. IJCNN (2009)
Cécile Mallet, Laurent Barthes, Aymeric Chazottes, Peter Golé
Simulation of rain attenuation time series. Space Commun. 20 (1-2) (2005)