How to Apply ICA on Actual Data ? Example of Mars Hyperspectral Image Analysis. - Christian Jutten; Saïd Moussaoui; Frédéric Schmidt (DSP, 2007)

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

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)

Material identification on martian hyperspectral images using bayesian source separation. - Frédéric Schmidt; Saïd Moussaoui; Nicolas Dobigeon (WHISPERS, 2009)

Systematic detection of Titan's clouds in VIMS/Cassini hyperspectral images using a new automated algorithm. - Sébastien Rodriguez; Frédéric Schmidt; Saïd Moussaoui; Stéphane Le Mouélic; Pascal Rannou; Jason W. Barnes; Christophe Sotin; Robert H. Brown; Kevin H. Baines; Bonnie J. Buratti; Roger N. Clark; Phil D. Nicholson (WHISPERS, 2010)

Accuracy and performance of optimized Bayesian Source Separation for hyperspectral unmixing. - Frédéric Schmidt; Albrecht Schmidt 003; Erwan Tréguier; Maël Guiheneuf; Saïd Moussaoui; Nicolas Dobigeon (WHISPERS, 2010)

Implementation Strategies for Hyperspectral Unmixing Using Bayesian Source Separation. - Frédéric Schmidt; Albrecht Schmidt 003; Erwan Tréguier; Maël Guiheneuf; Saïd Moussaoui; Nicolas Dobigeon (IEEE Trans. Geosci. Remote. Sens., 2010)

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)

Accuracy and performance of linear unmixing techniques for detecting minerals on OMEGA/Mars express. - Frédéric Schmidt; Sébastien Bourguignon; Stéphane Le Mouélic; Nicolas Dobigeon; Céline Theys; Erwan Tréguier (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)

Parallel implementation of a primal-dual interior-point optimization method for fast abundance maps estimation. - Maxime Legendre; Saïd Moussaoui; Jérôme Idier; Frédéric Schmidt (WHISPERS, 2013)

Spectral Unmixing with Sparsity and Structuring Constraints. - Ramzi Ben Mhenni; Sébastien Bourguignon; Jordan Ninin; Frédéric Schmidt (WHISPERS, 2018)

Water Residence Time estimation by 1D deconvolution in the form of a l2-regularized inverse problem with smoothness, positivity and causality constraints. - Alina-Georgiana Meresescu; Matthieu Kowalski; Frédéric Schmidt; François Landais (Comput. Geosci., 2018)

Multi-Objective Reconstruction of Software Architecture. - Frédéric Schmidt; Stephen G. MacDonell; Andy M. Connor (Int. J. Softw. Eng. Knowl. Eng., 2018)

Machine Learning for automatic identification of new minor species. - Frédéric Schmidt; Guillaume Cruz Mermy; Justin Erwin; Severine Robert; Lori Neary; Ian R. Thomas; Frank Daerden; Bojan Ristic; Manish R. Patel; Giancarlo Bellucci; José Juan López Moreno; Ann-Carine Vandaele (CoRR, 2020)

Mineralogy Analysis Using Linear Unmixing Under Group Constraint. - Frédéric Schmidt; Gaspard Salomon; Sébastien Bourguignon; Joanna Gurgurewicz; Daniel Mège (WHISPERS, 2023)

Approximation of Radiative Transfer for Surface Spectral Features. - Frédéric Schmidt (IEEE Geosci. Remote. Sens. Lett., 2023)