Non-additive noise and optimal correlation. - Philippe Réfrégier; François Goudail; Thierry Gaidon; Mireille Guillaume (ICIP (3), 1996)

SVD-based image filtering improvement by means of image rotation. - Damien Muti; Salah Bourennane; Mireille Guillaume (ICASSP (3), 2004)

Whitening spatial correlation filtering for hyperspectral anomaly detection. - Jean-Michel Gaucel; Mireille Guillaume; Salah Bourennane (ICASSP (5), 2005)

Non Orthogonal Component Analysis: Application to Anomaly Detection. - Jean-Michel Gaucel; Mireille Guillaume; Salah Bourennane (ACIVS, 2006)

Adaptive-3D-Wiener for hyperspectral image restoration: Influence on detection strategy. - Jean-Michel Gaucel; Mireille Guillaume; Salah Bourennane (EUSIPCO, 2006)

Independent Component Analysis-Based Estimation of Anomaly Abundances in Hyperspectral Images. - Alexis Huck; Mireille Guillaume (ACIVS, 2007)

A CFAR algorithm for anomaly detection and discrimination in hyperspectral images. - Alexis Huck; Mireille Guillaume (ICIP, 2008)

Multi-channel 2D photometry with super-resolution in far UV astronomical images using priors in visible bands. - Antoine Llebaria; Benjamin Magnelli; Stéphane Arnouts; Agnieszka Pollo; Bruno Milliard; Mireille Guillaume (Image Processing: Algorithms and Systems, 2008)

Photometry in UV astronomical images of extended sources in crowded field using deblended images in optical visible bands as Bayesian priors. - Didier Vibert; Michel Zamojski; Simon Conseil; Antoine Llebaria; Stéphane Arnouts; Bruno Milliard; Mireille Guillaume (Computational Imaging, 2009)

Estimation of the hyperspectral tucker ranks. - Alexis Huck; Mireille Guillaume (ICASSP, 2009)

Bayesian tracking for blood vessel detection in retinal images. - Yi Yin; Mouloud Adel; Mireille Guillaume; Salah Bourennane (EUSIPCO, 2010)

A probabilistic based method for tracking vessels in retinal images. - Yi Yin; Mouloud Adel; Mireille Guillaume; Salah Bourennane (ICIP, 2010)

Underwater target detection with hyperspectral remote-sensing imagery. - Sylvain Jay; Mireille Guillaume (IGARSS, 2010)

Robust hyperspectral data unmixing with spatial and spectral regularized NMF. - Alexis Huck; Mireille Guillaume (WHISPERS, 2010)

Asymptotically CFAR-Unsupervised Target Detection and Discrimination in Hyperspectral Images With Anomalous-Component Pursuit. - Alexis Huck; Mireille Guillaume (IEEE Trans. Geosci. Remote. Sens., 2010)

Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data. - Alexis Huck; Mireille Guillaume; Jacques Blanc-Talon (IEEE Trans. Geosci. Remote. Sens., 2010)

On the interest of regularized non-negative matrix factorization algorithms versus geometrical algorithms. - Alexis Huck; Mireille Guillaume; W. Chen; Guillaume Oller; Manuel Grizonnet (WHISPERS, 2011)

Comparisonof local anomaly detection algorithms based on statistical hypothesis tests. - Alexis Huck; Mireille Guillaume; Guillaume Oller; Manuel Grizonnet (WHISPERS, 2011)

Estimationofwater column parameters with a maximum likelihood approach. - Sylvain Jay; Mireille Guillaume (WHISPERS, 2011)

Seabed estimation using triple NMF method. - Olivier Eches; Mireille Guillaume (IGARSS, 2012)

Hyperspectral change detection by direction pursuit. - Godefroy Brisebarre; Mireille Guillaume; Alexis Huck; L. Denise (WHISPERS, 2012)

HALS-based NMF with flexible constraints for hyperspectral unmixing. - Weishi Chen; Mireille Guillaume (EURASIP J. Adv. Signal Process., 2012)

Underwater Target Detection With Hyperspectral Data: Solutions for Both Known and Unknown Water Quality. - Sylvain Jay; Mireille Guillaume; Jacques Blanc-Talon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A non-negative matrix factorization method for bilinear-bilinear unmixing of hyperspectral images. - Olivier Eches; Mireille Guillaume (WHISPERS, 2013)

Rare endmembers estimation by NMF methods using multitemporal hyperspectral data and change informations. - Godefroy Brisebarre; Mireille Guillaume; Christian Louis (WHISPERS, 2014)

A Bilinear-Bilinear Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. - Olivier Eches; Mireille Guillaume (IEEE Geosci. Remote. Sens. Lett., 2014)

Joint estimation of water column parameters and seabed reflectance combining maximum likelihood and unmixing algorithm. - Mireille Guillaume; Yves Michels; Sylvain Jay (WHISPERS, 2015)

NMF Hyperspectral Unmixing Of The Sea Bottom: Influence Of The Adjacency Effects, Model and Method. - Mireille Guillaume; Louis Juste; Xavier Lenot; Yannick Deville; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (WHISPERS, 2018)

Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. - Yannick Deville; Audrey Minghelli; Xavier Briottet; Véronique Serfaty; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay (IGARSS, 2019)

Mapping Benthic Habitats by Extending Non-Negative Matrix Factorization to Address the Water Column and Seabed Adjacency Effects. - Mireille Guillaume; Audrey Minghelli; Yannick Deville; Malik Chami; Louis Juste; Xavier Lenot; Bruno Lafrance; Sylvain Jay; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2020)

Estimation of Bathymetry and Benthic Habitat Composition from Hyperspectral Remote Sensing Data (BIODIVERSITY) Using a Semi-Analytical Approach. - Audrey Minghelli; Sayoob Vadakke-Chanat; Malik Chami; Mireille Guillaume; Emmanuelle Migne; Patrick Grillas; Olivier Boutron (Remote. Sens., 2021)

Benefit of the Potential Future Hyperspectral Satellite Sensor (BIODIVERSITY) for Improving the Determination of Water Column and Seabed Features in Coastal Zones. - Audrey Minghelli; Sayoob Vadakke-Chanat; Malik Chami; Mireille Guillaume; Marion Peirache (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Determination of Bayesian Cramér-Rao Bounds for Estimating Uncertainties in the Bio-Optical Properties of the Water Column, the Seabed Depth and Composition in a Coastal Environment. - Mireille Guillaume; Audrey Minghelli; Malik Chami; Manchun Lei (Remote. Sens., 2023)

Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects. - Yannick Deville; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2023)