Mireille Guillaume

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 8

Top Topics

Negative Matrix Factorization

Hyperspectral Data

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

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
Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects. Remote. Sens. 15 (18) (2023)
Mireille Guillaume, Audrey Minghelli, Malik Chami, Manchun Lei
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. Remote. Sens. 15 (9) (2023)
Audrey Minghelli, Sayoob Vadakke-Chanat, Malik Chami, Mireille Guillaume, Emmanuelle Migne, Patrick Grillas, Olivier Boutron
Estimation of Bathymetry and Benthic Habitat Composition from Hyperspectral Remote Sensing Data (BIODIVERSITY) Using a Semi-Analytical Approach. Remote. Sens. 13 (10) (2021)
Audrey Minghelli, Sayoob Vadakke-Chanat, Malik Chami, Mireille Guillaume, Marion Peirache
Benefit of the Potential Future Hyperspectral Satellite Sensor (BIODIVERSITY) for Improving the Determination of Water Column and Seabed Features in Coastal Zones. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mireille Guillaume, Audrey Minghelli, Yannick Deville, Malik Chami, Louis Juste, Xavier Lenot, Bruno Lafrance, Sylvain Jay, Xavier Briottet, Veronique Serfaty
Mapping Benthic Habitats by Extending Non-Negative Matrix Factorization to Address the Water Column and Seabed Adjacency Effects. Remote. Sens. 12 (13) (2020)
Yannick Deville, Audrey Minghelli, Xavier Briottet, Veronique Serfaty, Salah Eddine Brezini, Fatima Zohra Benhalouche, Moussa Sofiane Karoui, Mireille Guillaume, Xavier Lenot, Bruno Lafrance, Malik Chami, Sylvain Jay
Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. IGARSS (2019)
Mireille Guillaume, Louis Juste, Xavier Lenot, Yannick Deville, Bruno Lafrance, Malik Chami, Sylvain Jay, Audrey Minghelli, Xavier Briottet, Veronique Serfaty
NMF Hyperspectral Unmixing Of The Sea Bottom: Influence Of The Adjacency Effects, Model and Method. WHISPERS (2018)
Mireille Guillaume, Yves Michels, Sylvain Jay
Joint estimation of water column parameters and seabed reflectance combining maximum likelihood and unmixing algorithm. WHISPERS (2015)
Olivier Eches, Mireille Guillaume
A Bilinear-Bilinear Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 11 (4) (2014)
Godefroy Brisebarre, Mireille Guillaume, Christian Louis
Rare endmembers estimation by NMF methods using multitemporal hyperspectral data and change informations. WHISPERS (2014)
Olivier Eches, Mireille Guillaume
A non-negative matrix factorization method for bilinear-bilinear unmixing of hyperspectral images. WHISPERS (2013)
Olivier Eches, Mireille Guillaume
Seabed estimation using triple NMF method. IGARSS (2012)
Sylvain Jay, Mireille Guillaume, Jacques Blanc-Talon
Underwater Target Detection With Hyperspectral Data: Solutions for Both Known and Unknown Water Quality. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (4) (2012)
Weishi Chen, Mireille Guillaume
HALS-based NMF with flexible constraints for hyperspectral unmixing. EURASIP J. Adv. Signal Process. 2012 (2012)
Godefroy Brisebarre, Mireille Guillaume, Alexis Huck, L. Denise
Hyperspectral change detection by direction pursuit. WHISPERS (2012)
Alexis Huck, Mireille Guillaume, Guillaume Oller, Manuel Grizonnet
Comparisonof local anomaly detection algorithms based on statistical hypothesis tests. WHISPERS (2011)
Alexis Huck, Mireille Guillaume, W. Chen, Guillaume Oller, Manuel Grizonnet
On the interest of regularized non-negative matrix factorization algorithms versus geometrical algorithms. WHISPERS (2011)
Sylvain Jay, Mireille Guillaume
Estimationofwater column parameters with a maximum likelihood approach. WHISPERS (2011)
Alexis Huck, Mireille Guillaume
Robust hyperspectral data unmixing with spatial and spectral regularized NMF. WHISPERS (2010)
Alexis Huck, Mireille Guillaume, Jacques Blanc-Talon
Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48 (6) (2010)
Yi Yin, Mouloud Adel, Mireille Guillaume, Salah Bourennane
Bayesian tracking for blood vessel detection in retinal images. EUSIPCO (2010)
Sylvain Jay, Mireille Guillaume
Underwater target detection with hyperspectral remote-sensing imagery. IGARSS (2010)
Alexis Huck, Mireille Guillaume
Asymptotically CFAR-Unsupervised Target Detection and Discrimination in Hyperspectral Images With Anomalous-Component Pursuit. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Yi Yin, Mouloud Adel, Mireille Guillaume, Salah Bourennane
A probabilistic based method for tracking vessels in retinal images. ICIP (2010)
Didier Vibert, Michel Zamojski, Simon Conseil, Antoine Llebaria, Stéphane Arnouts, Bruno Milliard, Mireille Guillaume
Photometry in UV astronomical images of extended sources in crowded field using deblended images in optical visible bands as Bayesian priors. Computational Imaging (2009)
Alexis Huck, Mireille Guillaume
Estimation of the hyperspectral tucker ranks. ICASSP (2009)
Antoine Llebaria, Benjamin Magnelli, Stéphane Arnouts, A. Pollo, Bruno Milliard, Mireille Guillaume
Multi-channel 2D photometry with super-resolution in far UV astronomical images using priors in visible bands. Image Processing: Algorithms and Systems (2008)
Alexis Huck, Mireille Guillaume
A CFAR algorithm for anomaly detection and discrimination in hyperspectral images. ICIP (2008)
Alexis Huck, Mireille Guillaume
Independent Component Analysis-Based Estimation of Anomaly Abundances in Hyperspectral Images. ACIVS (2007)
Jean-Michel Gaucel, Mireille Guillaume, Salah Bourennane
Non Orthogonal Component Analysis: Application to Anomaly Detection. ACIVS (2006)
Jean-Michel Gaucel, Mireille Guillaume, Salah Bourennane
Whitening spatial correlation filtering for hyperspectral anomaly detection. ICASSP (5) (2005)
Damien Muti, Salah Bourennane, Mireille Guillaume
SVD-based image filtering improvement by means of image rotation. ICASSP (3) (2004)
Philippe Réfrégier, François Goudail, Thierry Gaidon, Mireille Guillaume
Non-additive noise and optimal correlation. ICIP (3) (1996)