Florian Mouret

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Gaussian Mixture Model

Probabilistic Principal Component Analysis

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Electron. Agric.

Publications

Stéphane Mérmoz, Juan Doblas Prieto, Milena Planells, David Morin, Thierry Koleck, Florian Mouret, Alexandre Bouvet, Thuy Le Toan, David Sheeren, Yousra Hamrouni, Thierry Belouard, Eric Paillassa, Marion Carme, Michel Chartier, Simon Martel, Jean-Baptiste Féret
Submonthly Assessment of Temperate Forest Clear-Cuts in Mainland France. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Florian Mouret, David Morin, Hilaire Martin, Milena Planells, Cécile Vincent-Barbaroux
Toward an Operational Monitoring of Oak Dieback With Multispectral Satellite Time Series: A Case Study in Centre-Val De Loire Region of France. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. IEEE Trans. Signal Process. 71 (2023)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret
Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation. EUSIPCO (2022)
Kareth Marcela León López, Florian Mouret, Henry Arguello, Jean-Yves Tourneret
Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data. CoRR (2022)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development. Comput. Electron. Agric. 198 (2022)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series. Remote. Sens. 13 (5) (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret
Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops. CoRR (2021)
Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé, Guillaume Rieu, Jean-Yves Tourneret
Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops. CoRR (2020)
Christine Sénac, Thomas Pellegrini, Florian Mouret, Julien Pinquier
Music Feature Maps with Convolutional Neural Networks for Music Genre Classification. CBMI (2017)