Florian Mouret

According to our database, Florian Mouret authored at least 14 papers between 2017 and 2024.

Collaborative distances:

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

2024

Toward an Operational Monitoring of Oak Dieback With Multispectral Satellite Time Series: A Case Study in Centre-Val De Loire Region of France.

Florian Mouret, David Morin, Hilaire Martin, Milena Planells, Cécile Vincent-Barbaroux

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Submonthly Assessment of Temperate Forest Clear-Cuts in Mainland France.

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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Evaluating Sentinel-1 Capability in Classifying Dieback in Chestnut and Oak Forests.

Florian Mouret, Marie Parrens, Véronique Chéret, Jean-Philippe Denux, Cécile Vincent-Barbaroux, Milena Planells

IEEE Geosci. Remote. Sens. Lett., 2024

Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context.

Florian Mouret, David Morin, Milena Planells, Cécile Vincent-Barbaroux

CoRR, 2024

Mapping the Dieback of Several Tree Species in Centre of France Using Sentinel-2 Derived Indices : a Preliminary Analysis.

Florian Mouret, David Morin, Hilaire Martin, Milena Planells, Cécile Vincent-Barbaroux

Proceedings of the IGARSS 2024, 2024

2023

A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data.

Florian Mouret, Alexandre Hippert-Ferrer, Frédéric Pascal, Jean-Yves Tourneret

IEEE Trans. Signal Process., 2023

2022

Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development.

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret

Comput. Electron. Agric., July, 2022

Crop monitoring and detection of anomalous crop development at the parcel-level with multispectral and synthetic aperture radar satellite data. (Surveillance des cultures et détection d'anomalies sur parcelles agricoles à l'aide de données multispectrales et radar à synthèse d'ouverture).

Florian Mouret

PhD thesis, 2022

Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models.

Kareth Marcela León López, Florian Mouret, Henry Arguello, Jean-Yves Tourneret

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation.

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Jean-Yves Tourneret

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series.

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret

Remote. Sens., 2021

Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops.

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean-Yves Tourneret

CoRR, 2021

2020

Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops.

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Hervé Poilvé, Guillaume Rieu, Jean-Yves Tourneret

CoRR, 2020

2017

Music Feature Maps with Convolutional Neural Networks for Music Genre Classification.

Christine Sénac, Thomas Pellegrini, Florian Mouret, Julien Pinquier

Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017