Sylvain Douté

According to our database, Sylvain Douté authored at least 29 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Resolving Ambiguities in SHARAD Data Analysis Using High-Resolution Digital Terrain Models.

Léopold Desage, Alain Herique, Sylvain Douté, Sonia Zine, Wlodek Kofman

Remote. Sens., February, 2023

2022

Fast Bayesian inversion for high dimensional inverse problems.

Benoit Kugler, Florence Forbes, Sylvain Douté

Stat. Comput., 2022

2021

Ultra-High-Resolution 1 m/pixel CaSSIS DTM Using Super-Resolution Restoration and Shape-from-Shading: Demonstration over Oxia Planum on Mars.

Yu Tao, Sylvain Douté, Jan-Peter Muller, Susan J. Conway, Nicolas Thomas, Gabriele Cremonese

Remote. Sens., 2021

2020

Small-Scale Topographical Characterization of the Martian Surface With In-Orbit Imagery.

Sylvain Douté, Cheng Jiang

IEEE Trans. Geosci. Remote. Sens., 2020

2018

Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars.

Jun Liu, Bin Luo, Sylvain Douté, Jocelyn Chanussot

Remote. Sens., 2018

2016

Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.

Miguel Angel Veganzones, Sylvain Douté, Jeremy E. Cohen, R. Cabrai Farias, Jocelyn Chanussot, Pierre Comon

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015

Multi-angle approach for coherent retrieval of surface reflectance and aerosol optical depth from crism observations.

Sylvain Douté, Xavier Ceamanos

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Mineralogical characterization using neural networks: Composition of mafic minerals in martian meteorites from their spectra.

Antoine Rozel, Harold Clenet, Sylvain Douté, Cathy Quantin

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013

Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images.

Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang

IEEE Geosci. Remote. Sens. Lett., 2013

Validation of spectral unmixing methods using photometry and topography information.

Ruben Marrero, Sylvain Douté, Antonio Plaza, Jocelyn Chanussot

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012

Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images.

Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery.

Giorgio Licciardi, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study.

Xavier Ceamanos, Sylvain Douté, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2011

Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images.

Sylvain Douté, Xavier Ceamanos, Bin Luo, Frédéric Schmidt, Gwenaël Jouannic, Jocelyn Chanussot

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Atmospheric correction of multi-angle CRISM/MRO hyperspectral data: Retrieval of aerosol optical thickness and surface reflectance.

Xavier Ceamanos, Sylvain Douté, Alexei I. Lyapustin

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Spectral Smile Correction of CRISM/MRO Hyperspectral Images.

Xavier Ceamanos, Sylvain Douté

IEEE Trans. Geosci. Remote. Sens., 2010

Martian aerosol abundance estimation based on unmixing of hyperspectral imagery.

Bin Luo, Xavier Ceamanos, Sylvain Douté, Jocelyn Chanussot

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Multi-band processing of observations of the polar regions of Mars with the Omega imaging spectrometer on board Mars Express.

Y. Langevin, M. Vincendon, J. P. Bibring, B. Gondet, Sylvain Douté, F. Poulet, F. Schmidt

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Retrieving Mars aerosol optical depth from CRISM/MRO imagery.

Sylvain Douté, Xavier Ceamanos

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Calibration of CRISM/MRO apparent wavelengths using synthetic data.

Xavier Ceamanos, Sylvain Douté

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

2009

Unsupervised endmember extraction of martian hyperspectral images.

Bin Luo, Jocelyn Chanussot, Sylvain Douté, Xavier Ceamanos

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Retrieving Mars surface reflectance from OMEGA/MEX imagery.

Sylvain Douté

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Spectral smile correction in CRISM hyperspectral images.

Xavier Ceamanos, Sylvain Douté

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Machine learning techniques for the inversion of planetary hyperspectral images.

Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Unsupervised endmember extraction: Application to hyperspectral images from Mars.

Bin Luo, Jocelyn Chanussot, Sylvain Douté

Proceedings of the International Conference on Image Processing, 2009

Support vectors machines regression for estimation of mars surface physical properties.

Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.

Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jón Atli Benediktsson

Neurocomputing, 2008

Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression.

Caroline Bernard-Michel, Sylvain Douté, Laurent Gardes, Stéphane Girard

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

WAVANGLET: An Efficient Supervised Classifier for Hyperspectral Images.

Frédéric Schmidt, Sylvain Douté, Bernard Schmitt

IEEE Trans. Geosci. Remote. Sens., 2007