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2020 – today
- 2024
[j7]Florian Mouret
, Marie Parrens, Véronique Chéret, Jean-Philippe Denux, Cécile Vincent-Barbaroux, Milena Planells:
Evaluating Sentinel-1 Capability in Classifying Dieback in Chestnut and Oak Forests. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j6]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: 643-659 (2024) - [j5]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: 13743-13764 (2024) - [c3]Florian Mouret, David Morin, Hilaire Martin, Milena Planells, Cécile Vincent-Barbaroux:
Mapping the Dieback of Several Tree Species in Centre of France Using Sentinel-2 Derived Indices : a Preliminary Analysis. IGARSS 2024: 4548-4552 - [i4]Florian Mouret, David Morin, Milena Planells, Cécile Vincent-Barbaroux:
Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context. CoRR abs/2408.08887 (2024) - 2023
- [j4]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: 1669-1682 (2023) - 2022
- [b1]Florian Mouret:
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). National Polytechnic Institute of Toulouse, France, 2022 - [j3]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: 106983 (2022) - [j2]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: 1-11 (2022) - [c2]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: 827-831 - [i3]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 abs/2201.12020 (2022) - 2021
- [j1]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): 956 (2021) - [i2]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 abs/2110.11780 (2021) - 2020
- [i1]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 abs/2004.08431 (2020)
2010 – 2019
- 2017
- [c1]Christine Sénac, Thomas Pellegrini, Florian Mouret, Julien Pinquier:
Music Feature Maps with Convolutional Neural Networks for Music Genre Classification. CBMI 2017: 19:1-19:5
Coauthor Index
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