Sylvain Douté

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 6

Top Topics

Unsupervised Classification

Hyperspectral Images

High Dimensional

Surface Reflectance

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Léopold Desage, Alain Herique, Sylvain Douté, Sonia Zine, Wlodek Kofman
Resolving Ambiguities in SHARAD Data Analysis Using High-Resolution Digital Terrain Models. Remote. Sens. 15 (3) (2023)
Benoit Kugler, Florence Forbes, Sylvain Douté
Fast Bayesian inversion for high dimensional inverse problems. Stat. Comput. 32 (2) (2022)
Yu Tao, Sylvain Douté, Jan-Peter Muller, Susan J. Conway, Nicolas Thomas, Gabriele Cremonese
Ultra-High-Resolution 1 m/pixel CaSSIS DTM Using Super-Resolution Restoration and Shape-from-Shading: Demonstration over Oxia Planum on Mars. Remote. Sens. 13 (11) (2021)
Sylvain Douté, Cheng Jiang
Small-Scale Topographical Characterization of the Martian Surface With In-Orbit Imagery. IEEE Trans. Geosci. Remote. Sens. 58 (1) (2020)
Jun Liu, Bin Luo, Sylvain Douté, Jocelyn Chanussot
Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars. Remote. Sens. 10 (5) (2018)
Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface. WHISPERS (2016)
Sylvain Douté, Xavier Ceamanos
Multi-angle approach for coherent retrieval of surface reflectance and aerosol optical depth from crism observations. IGARSS (2015)
Antoine Rozel, Harold Clenet, Sylvain Douté, Cathy Quantin
Mineralogical characterization using neural networks: Composition of mafic minerals in martian meteorites from their spectra. WHISPERS (2014)
Ruben Marrero, Sylvain Douté, Antonio Plaza, Jocelyn Chanussot
Validation of spectral unmixing methods using photometry and topography information. WHISPERS (2013)
Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang
Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 10 (1) (2013)
Giorgio Licciardi, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot
Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery. IGARSS (2012)
Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang
Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. IGARSS (2012)
Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot
Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Sylvain Douté, Xavier Ceamanos, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot
Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images. WHISPERS (2011)
Xavier Ceamanos, Sylvain Douté, Alexei I. Lyapustin
Atmospheric correction of multi-angle CRISM/MRO hyperspectral data: Retrieval of aerosol optical thickness and surface reflectance. IGARSS (2011)
Y. Langevin, M. Vincendon, J. P. Bibring, B. Gondet, Sylvain Douté, F. Poulet, F. Schmidt
Multi-band processing of observations of the polar regions of Mars with the Omega imaging spectrometer on board Mars Express. WHISPERS (2010)
Sylvain Douté, Xavier Ceamanos
Retrieving Mars aerosol optical depth from CRISM/MRO imagery. WHISPERS (2010)
Xavier Ceamanos, Sylvain Douté
Calibration of CRISM/MRO apparent wavelengths using synthetic data. WHISPERS (2010)
Bin Luo, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot
Martian aerosol abundance estimation based on unmixing of hyperspectral imagery. WHISPERS (2010)
Xavier Ceamanos, Sylvain Douté
Spectral Smile Correction of CRISM/MRO Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard
Support vectors machines regression for estimation of mars surface physical properties. ESANN (2009)
Sylvain Douté
Retrieving Mars surface reflectance from OMEGA/MEX imagery. WHISPERS (2009)
Bin Luo, Jocelyn Chanussot, Sylvain Douté
Unsupervised endmember extraction: Application to hyperspectral images from Mars. ICIP (2009)
Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard
Machine learning techniques for the inversion of planetary hyperspectral images. WHISPERS (2009)
Xavier Ceamanos, Sylvain Douté
Spectral smile correction in CRISM hyperspectral images. WHISPERS (2009)
Bin Luo, Jocelyn Chanussot, Sylvain Douté, Xavier Ceamanos
Unsupervised endmember extraction of martian hyperspectral images. WHISPERS (2009)
Caroline Bernard-Michel, Sylvain Douté, Laurent Gardes, Stéphane Girard
Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression. ESANN (2008)
Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jón Atli Benediktsson
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing 71 (10-12) (2008)
Frédéric Schmidt, Sylvain Douté, Bernard Schmitt
WAVANGLET: An Efficient Supervised Classifier for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 45 (5-2) (2007)