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Florian Mouret
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2020 – today
- 2024
- [j5]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) - 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
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