WAVANGLET: An Efficient Supervised Classifier for Hyperspectral Images. - Frédéric Schmidt; Sylvain Douté; Bernard Schmitt (IEEE Trans. Geosci. Remote. Sens., 2007)

Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression. - Caroline Bernard-Michel; Sylvain Douté; Laurent Gardes; Stéphane Girard (ESANN, 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)

Support vectors machines regression for estimation of mars surface physical properties. - Caroline Bernard-Michel; Sylvain Douté; Mathieu Fauvel; Laurent Gardes; Stéphane Girard (ESANN, 2009)

Unsupervised endmember extraction: Application to hyperspectral images from Mars. - Bin Luo 005; Jocelyn Chanussot; Sylvain Douté (ICIP, 2009)

Machine learning techniques for the inversion of planetary hyperspectral images. - Caroline Bernard-Michel; Sylvain Douté; Mathieu Fauvel; Laurent Gardes; Stéphane Girard (WHISPERS, 2009)

Spectral smile correction in CRISM hyperspectral images. - Xavier Ceamanos; Sylvain Douté (WHISPERS, 2009)

Retrieving Mars surface reflectance from OMEGA/MEX imagery. - Sylvain Douté (WHISPERS, 2009)

Unsupervised endmember extraction of martian hyperspectral images. - Bin Luo 005; Jocelyn Chanussot; Sylvain Douté; Xavier Ceamanos (WHISPERS, 2009)

Calibration of CRISM/MRO apparent wavelengths using synthetic data. - Xavier Ceamanos; Sylvain Douté (WHISPERS, 2010)

Retrieving Mars aerosol optical depth from CRISM/MRO imagery. - Sylvain Douté; Xavier Ceamanos (WHISPERS, 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 (WHISPERS, 2010)

Martian aerosol abundance estimation based on unmixing of hyperspectral imagery. - Bin Luo 005; Xavier Ceamanos; Sylvain Douté; Jocelyn Chanussot (WHISPERS, 2010)

Spectral Smile Correction of CRISM/MRO Hyperspectral Images. - Xavier Ceamanos; Sylvain Douté (IEEE Trans. Geosci. Remote. Sens., 2010)

Atmospheric correction of multi-angle CRISM/MRO hyperspectral data: Retrieval of aerosol optical thickness and surface reflectance. - Xavier Ceamanos; Sylvain Douté; Alexei I. Lyapustin (IGARSS, 2011)

Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images. - Sylvain Douté; Xavier Ceamanos; Bin Luo 005; Frédéric Schmidt; Gwenaël Jouannic; Jocelyn Chanussot (WHISPERS, 2011)

Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study. - Xavier Ceamanos; Sylvain Douté; Bin Luo 005; Frédéric Schmidt; Gwenaël Jouannic; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2011)

Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery. - Giorgio Licciardi; Xavier Ceamanos; Sylvain Douté; Jocelyn Chanussot (IGARSS, 2012)

Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. - Bin Luo 005; Sylvain Douté; Xavier Ceamanos; Jocelyn Chanussot; Liangpei Zhang 001 (IGARSS, 2012)

Validation of spectral unmixing methods using photometry and topography information. - Ruben Marrero; Sylvain Douté; Antonio Plaza; Jocelyn Chanussot (WHISPERS, 2013)

Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. - Bin Luo 005; Jocelyn Chanussot; Sylvain Douté; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2013)

Mineralogical characterization using neural networks: Composition of mafic minerals in martian meteorites from their spectra. - Antoine Rozel; Harold Clenet; Sylvain Douté; Cathy Quantin (WHISPERS, 2014)

Multi-angle approach for coherent retrieval of surface reflectance and aerosol optical depth from crism observations. - Sylvain Douté; Xavier Ceamanos (IGARSS, 2015)

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 (WHISPERS, 2016)

Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars. - Jun Liu 072; Bin Luo 005; Sylvain Douté; Jocelyn Chanussot (Remote. Sens., 2018)

Small-Scale Topographical Characterization of the Martian Surface With In-Orbit Imagery. - Sylvain Douté; Cheng Jiang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Ultra-High-Resolution 1 m/pixel CaSSIS DTM Using Super-Resolution Restoration and Shape-from-Shading: Demonstration over Oxia Planum on Mars. - Yu Tao 014; Sylvain Douté; Jan-Peter Muller; Susan J. Conway; Nicolas Thomas 001; Gabriele Cremonese (Remote. Sens., 2021)

Fast Bayesian inversion for high dimensional inverse problems. - Benoit Kugler; Florence Forbes; Sylvain Douté (Stat. Comput., 2022)

Resolving Ambiguities in SHARAD Data Analysis Using High-Resolution Digital Terrain Models. - Léopold Desage; Alain Herique; Sylvain Douté; Sonia Zine; Wlodek Kofman (Remote. Sens., 2023)