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Florian Mouret

10
Documents

Publications

Image document

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
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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
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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
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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

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
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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⟩
Article dans une revue hal-03662292v1
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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
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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⟩
Article dans une revue hal-02546260v3