Florian Mouret

13

Documents

Publications

	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 30th European Signal Processing Conference (EUSIPCO 2022), Aug 2022, Belgrade, Serbia. pp.827-831, ⟨10.23919/EUSIPCO55093.2022.9909815⟩ Conference papers hal-04073322v1
	Music feature maps with convolutional neural networks for music genre classification Christine Sénac , Thomas Pellegrini , Florian Mouret , Julien Pinquier International Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2017, Florence, Italy. pp.1-5, ⟨10.1145/3095713.3095733⟩ Conference papers hal-02874986v1
	Réseaux de neurones convolutifs et paramètres musicaux pour la classification en genres Christine Sénac , Thomas Pellegrini , Julien Pinquier , Florian Mouret XXVIe Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-pins, France. pp.1-5 Conference papers hal-02871339v1

	Submonthly Assessment of Temperate Forest Clear-Cuts in Mainland France Stéphane Mermoz , Juan Doblas Prieto , Milena Planells , David Morin , Thierry Koleck IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.13743-13764. ⟨10.1109/jstars.2024.3429012⟩ Journal articles hal-04675627v1
	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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.643-659. ⟨10.1109/JSTARS.2023.3332420⟩ Journal articles hal-04320235v3
	Evaluating Sentinel-1 Capability in Classifying Dieback in Chestnut and Oak Forests Florian Mouret , Marie Parrens , Véronique Cheret , Jean-Philippe Denux , Cécile Vincent-Barbaroux IEEE Geoscience and Remote Sensing Letters, 2024, pp.1-1. ⟨10.1109/LGRS.2024.3445459⟩ Journal articles hal-04684672v1
	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 Transactions on Signal Processing, 2023, 71, pp.1--25. ⟨10.1109/TSP.2023.3267994⟩ Journal articles hal-04317202v1
	Anomaly Detection and Classification in Multispectral Time Series Based on Hidden Markov Models Kareth M. León-López , Florian Mouret , Henry Arguello , Jean-Yves Tourneret IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1 - 11. ⟨10.1109/tgrs.2021.3101127⟩ Journal articles hal-03857425v1
	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 Computers and Electronics in Agriculture, 2022, 198, pp.106983. ⟨10.1016/j.compag.2022.106983⟩ Journal articles hal-03662292v1
	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 Remote Sensing, 2021, 13 (5), pp.956. ⟨10.3390/rs13050956⟩ Journal articles hal-02546260v3

	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 2024 Preprints, Working Papers, ... hal-04666884v1
	Estimation of forest height and biomass from open-access multi-sensor satellite imagery and GEDI Lidar data: high-resolution maps of metropolitan France David Morin , Milena Planells , Stéphane Mermoz , Florian Mouret 2023 Preprints, Working Papers, ... hal-04249151v2

	Crop monitoring and detection of anomalous crop development at the parcel-level with multispectral and synthetic aperture radar satellite data Florian Mouret Networking and Internet Architecture [cs.NI]. Institut National Polytechnique de Toulouse - INPT, 2022. English. ⟨NNT : 2022INPT0001⟩ Theses tel-04189948v1