Florian Mouret

Publications

Article dans une revue (7)

Evaluating Sentinel-1 Capability in Classifying Dieback in Chestnut and Oak Forests Florian Mouret,Marie Parrens,Véronique Cheret,Jean-Philippe Denux,Cécile Vincent-Barbarouxet al. IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-1. ⟨10.1109/LGRS.2024.3445459⟩ Article dans une revue hal-04684672v1
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⟩ Article dans une revue hal-04320235v3
Submonthly Assessment of Temperate Forest Clear-Cuts in Mainland France Stéphane Mermoz,Juan Doblas Prieto,Milena Planells,David Morin,Thierry Kolecket al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.13743-13764. ⟨10.1109/jstars.2024.3429012⟩ Article dans une revue hal-04675627v1
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⟩ Article dans une revue hal-04317202v1
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 Rieuet al. Computers and Electronics in Agriculture, 2022, 198, pp.106983. ⟨10.1016/j.compag.2022.106983⟩ Article dans une revue hal-03662292v1
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⟩ Article dans une revue hal-03857425v1
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 Rieuet al. Remote Sensing, 2021, 13 (5), pp.956. ⟨10.3390/rs13050956⟩ Article dans une revue hal-02546260v3

Pré-publication, Document de travail (2)

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 Pré-publication, Document de travail hal-04666884v2
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 Pré-publication, Document de travail hal-04249151v2

Communication dans un congrès (3)

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⟩ Communication dans un congrès hal-04073322v1
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 Communication dans un congrès hal-02871339v1
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⟩ Communication dans un congrès hal-02874986v1

Thèse (1)

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⟩ Thèse tel-04189948v1