Pierre Tandeo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 26

Top Topics

Machine Learning

Dynamic Textures

Top Venues

Publications

Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaïchouche, Pierre Tandeo, Ronan Fablet
SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes. CoRR (2024)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review. CoRR (2023)
Maximiliano A. Sacco, Manuel Pulido, Juan J. Ruiz, Pierre Tandeo
Online machine-learning forecast uncertainty estimation for sequential data assimilation. CoRR (2023)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica 10 (6) (2023)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Ronan Fablet
Reduction of rain-induced errors for wind speed estimation on SAR observations using convolutional neural networks. CoRR (2023)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Ronan Fablet
Reduction of Rain-Induced Errors for Wind Speed Estimation on SAR Observations Using Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Aurélien Colin, Pierre Tandeo, Charles Peureux, Romain Husson, Nicolas Longépé, Ronan Fablet
Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks. CoRR (2022)
Aurélien Colin, Charles Peureux, Romain Husson, Ronan Fablet, Pierre Tandeo
Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset. IGARSS (2022)
Elodie Martinez, Anouar Brini, Thomas Gorgues, Lucas Drumetz, Joana Roussillon, Pierre Tandeo, Guillaume Maze, Ronan Fablet
Correction: Martinez et al. Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean. Remote Sens. 12, 2020, 4156. Remote. Sens. 14 (22) (2022)
Aurélien Colin, Ronan Fablet, Pierre Tandeo, Romain Husson, Charles Peureux, Nicolas Longépé, Alexis Mouche
Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning. Remote. Sens. 14 (4) (2022)
Carlos Granero-Belinchón, Stéphane G. Roux, Nicolas B. Garnier, Pierre Tandeo, Chapron Bertrand, Alexis Mouche
Two-dimensional structure functions to characterize convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images. CoRR (2022)
Abderrahim Bentamy, Semyon A. Grodsky, Gildas Cambon, Pierre Tandeo, Xavier Capet, Claude Roy, Steven Herbette, Antoine Grouazel
Twenty-Seven Years of Scatterometer Surface Wind Analysis over Eastern Boundary Upwelling Systems. Remote. Sens. 13 (5) (2021)
Maximiliano A. Sacco, Juan J. Ruiz, Manuel Pulido, Pierre Tandeo
Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification. CoRR (2021)
Aurélien Colin, Charles Peureux, Romain Husson, Nicolas Longépé, Régis Rauzy, Ronan Fablet, Pierre Tandeo, Samir Saoudi, Alexis Mouche, Gérald Dibarboure
Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments. IGARSS (2021)
Elodie Martinez, Anouar Brini, Thomas Gorgues, Lucas Drumetz, Joana Roussillon, Pierre Tandeo, Guillaume Maze, Ronan Fablet
Neural Network Approaches to Reconstruct Phytoplankton Time-Series in the Global Ocean. Remote. Sens. 12 (24) (2020)
Chen Wang, Alexis Mouche, Ralph C. Foster, Douglas C. Vandemark, Justin Edward Stopa, Pierre Tandeo, Nicolas Longépé, Bertrand Chapron
Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode. IGARSS (2019)
Gautier Cosne, Guillaume Maze, Pierre Tandeo
Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics. CoRR (2019)
Stéphane Saux Picart, Pierre Tandeo, Emmanuelle Autret, Blandine Gausset
Exploring Machine Learning to Correct Satellite-Derived Sea Surface Temperatures. Remote. Sens. 10 (2) (2018)
Chen Wang, Alexis Mouche, Pierre Tandeo, Justin Stopa, Bertrand Chapron, Ralph Foster, Douglas C. Vandemark
Automated Geophysical Classification of Sentinel-L Wave Mode Sar Images Through Deep-Learning. IGARSS (2018)
Redouane Lguensat, Miao Sun, Ronan Fablet, Pierre Tandeo, Evan Mason, Ge Chen
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. IGARSS (2018)
Redouane Lguensat, Miao Sun, Ronan Fablet, Evan Mason, Pierre Tandeo, Ge Chen
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies. CoRR (2017)
Redouane Lguensat, Ronan Fablet, Pierre Ailliot, Pierre Tandeo
An exemplar-based hidden Markov model framework for nonlinear state-space models. EUSIPCO (2016)
Manuel Lopez-Radcenco, Abdeldjalil Aïssa-El-Bey, Pierre Ailliot, Pierre Tandeo, Ronan Fablet
Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data. ICASSP (2016)
Clément Le Goff, Ronan Fablet, Pierre Tandeo, Emmanuelle Autret, Bertrand Chapron
Spatio-Temporal Decomposition of Satellite-Derived SST-SSH Fields: Links Between Surface Data and Ocean Interior Dynamics in the Agulhas Region. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (11) (2016)
Xuan Wang, Pierre Tandeo, Ronan Fablet, Romain Husson, Lei Guan, Ge Chen
Validation and Parameter Sensitivity Tests for Reconstructing Swell Field Based on an Ensemble Kalman Filter. Sensors 16 (12) (2016)
Redouane Lguensat, Pierre Tandeo, Ronan Fablet, Pierre Ailliot
Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures. ICIP (2015)
Pierre Tandeo, Ronan Fablet, Pierre Ailliot
Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST. IGARSS (2014)
Pierre Tandeo, Bertrand Chapron, Sileye O. Ba, Emmanuelle Autret, Ronan Fablet
Segmentation of Mesoscale Ocean Surface Dynamics Using Satellite SST and SSH Observations. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Pierre Tandeo, Ronan Fablet, Pierre Ailliot
Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model. ICIP (2014)
Pierre Tandeo, Sileye O. Ba, Ronan Fablet, Bertrand Chapron, Emmanuelle Autret
Spatio-temporal segmentation and estimation of ocean surface currents from satellite sea surface temperature fields. ICIP (2013)
Pierre Tandeo, Emmanuelle Autret, Jean-François Piollé, Jean Tournadre, Pierre Ailliot
Measurements. IEEE Geosci. Remote. Sens. Lett. 6 (1) (2009)