Pierre Ailliot

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 10

Top Topics

Dynamic Textures

Top Venues

Comput. Stat. Data Anal.

Publications

Said Obakrim, Valérie Monbet, Nicolas Raillard, Pierre Ailliot
Learning the spatio-temporal relationship between wind and significant wave height using deep learning. CoRR (2022)
Thi Tuyet Trang Chau, Pierre Ailliot, Valérie Monbet
An algorithm for non-parametric estimation in state-space models. Comput. Stat. Data Anal. 153 (2021)
Valérie Monbet, Pierre Ailliot
Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature. Comput. Stat. Data Anal. 108 (2017)
Manuel Lopez-Radcenco, Abdeldjalil Aïssa-El-Bey, Pierre Ailliot, Ronan Fablet
Non-negative decomposition of geophysical dynamics. ESANN (2017)
Manuel Lopez-Radcenco, Ronan Fablet, Abdeldjalil Aïssa-El-Bey, Pierre Ailliot
Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data. ICIP (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)
Redouane Lguensat, Pierre Tandeo, Ronan Fablet, Pierre Ailliot
Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures. ICIP (2015)
Bertrand Saulquin, Ronan Fablet, Pierre Ailliot, Grégoire Mercier, David Doxaran, Antoine Mangin, Odile Fanton d'Andon
Characterization of Time-Varying Regimes in Remote Sensing Time Series: Application to the Forecasting of Satellite-Derived Suspended Matter Concentrations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (1) (2015)
Nicolas Raillard, Marc Prevosto, Pierre Ailliot
Modeling process asymmetries with Laplace moving average. Comput. Stat. Data Anal. 81 (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, Ronan Fablet, Pierre Ailliot
Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model. ICIP (2014)
Pierre Ailliot, Valérie Monbet
Markov-switching autoregressive models for wind time series. Environ. Model. Softw. 30 (2012)
Pierre Tandeo, Emmanuelle Autret, Jean-François Piollé, Jean Tournadre, Pierre Ailliot
Measurements. IEEE Geosci. Remote. Sens. Lett. 6 (1) (2009)
Pierre Ailliot, Emmanuel Frénod, Valérie Monbet
Long Term Object Drift Forecast in the Ocean with Tide and Wind. Multiscale Model. Simul. 5 (2) (2006)