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Mireille Guillaume
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Journal Articles
- 2023
- [j10]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): 2242 (2023) - [j9]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): 4583 (2023) - 2021
- [j8]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): 1999 (2021) - [j7]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: 1222-1232 (2021) - 2020
- [j6]Mireille Guillaume, Audrey Minghelli, Yannick Deville, Malik Chami, Louis Juste, Xavier Lenot, Bruno Lafrance, Sylvain Jay, Xavier Briottet, Véronique Serfaty:
Mapping Benthic Habitats by Extending Non-Negative Matrix Factorization to Address the Water Column and Seabed Adjacency Effects. Remote. Sens. 12(13): 2072 (2020) - 2014
- [j5]Olivier Eches, Mireille Guillaume:
A Bilinear-Bilinear Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 11(4): 778-782 (2014) - 2012
- [j4]Weishi Chen, Mireille Guillaume:
HALS-based NMF with flexible constraints for hyperspectral unmixing. EURASIP J. Adv. Signal Process. 2012: 54 (2012) - [j3]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): 1213-1221 (2012) - 2010
- [j2]Alexis Huck, Mireille Guillaume, Jacques Blanc-Talon:
Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48(6): 2590-2602 (2010) - [j1]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): 3980-3991 (2010)
Conference and Workshop Papers
- 2019
- [c24]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:
Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. IGARSS 2019: 282-285 - 2018
- [c23]Mireille Guillaume, Louis Juste, Xavier Lenot, Yannick Deville, Bruno Lafrance, Malik Chami, Sylvain Jay, Audrey Minghelli, Xavier Briottet, Véronique Serfaty:
NMF Hyperspectral Unmixing Of The Sea Bottom: Influence Of The Adjacency Effects, Model and Method. WHISPERS 2018: 1-5 - 2015
- [c22]Mireille Guillaume, Yves Michels, Sylvain Jay:
Joint estimation of water column parameters and seabed reflectance combining maximum likelihood and unmixing algorithm. WHISPERS 2015: 1-4 - 2014
- [c21]Godefroy Brisebarre, Mireille Guillaume, Christian Louis:
Rare endmembers estimation by NMF methods using multitemporal hyperspectral data and change informations. WHISPERS 2014: 1-4 - 2013
- [c20]Olivier Eches, Mireille Guillaume:
A non-negative matrix factorization method for bilinear-bilinear unmixing of hyperspectral images. WHISPERS 2013: 1-4 - 2012
- [c19]Olivier Eches, Mireille Guillaume:
Seabed estimation using triple NMF method. IGARSS 2012: 4130-4133 - [c18]Godefroy Brisebarre, Mireille Guillaume, Alexis Huck, L. Denise:
Hyperspectral change detection by direction pursuit. WHISPERS 2012: 1-4 - 2011
- [c17]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: 1-4 - [c16]Alexis Huck, Mireille Guillaume, Guillaume Oller, Manuel Grizonnet:
Comparisonof local anomaly detection algorithms based on statistical hypothesis tests. WHISPERS 2011: 1-4 - [c15]Sylvain Jay, Mireille Guillaume:
Estimationofwater column parameters with a maximum likelihood approach. WHISPERS 2011: 1-4 - 2010
- [c14]Yi Yin, Mouloud Adel, Mireille Guillaume, Salah Bourennane:
Bayesian tracking for blood vessel detection in retinal images. EUSIPCO 2010: 1009-1013 - [c13]Yi Yin, Mouloud Adel, Mireille Guillaume, Salah Bourennane:
A probabilistic based method for tracking vessels in retinal images. ICIP 2010: 4081-4084 - [c12]Sylvain Jay, Mireille Guillaume:
Underwater target detection with hyperspectral remote-sensing imagery. IGARSS 2010: 2820-2823 - [c11]Alexis Huck, Mireille Guillaume:
Robust hyperspectral data unmixing with spatial and spectral regularized NMF. WHISPERS 2010: 1-4 - 2009
- [c10]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: 72460 - [c9]Alexis Huck, Mireille Guillaume:
Estimation of the hyperspectral tucker ranks. ICASSP 2009: 1281-1284 - 2008
- [c8]Alexis Huck, Mireille Guillaume:
A CFAR algorithm for anomaly detection and discrimination in hyperspectral images. ICIP 2008: 1868-1871 - [c7]Antoine Llebaria, Benjamin Magnelli, Stéphane Arnouts, Agnieszka 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: 68121 - 2007
- [c6]Alexis Huck, Mireille Guillaume:
Independent Component Analysis-Based Estimation of Anomaly Abundances in Hyperspectral Images. ACIVS 2007: 168-177 - 2006
- [c5]Jean-Michel Gaucel, Mireille Guillaume, Salah Bourennane:
Non Orthogonal Component Analysis: Application to Anomaly Detection. ACIVS 2006: 1198-1209 - [c4]Jean-Michel Gaucel, Mireille Guillaume, Salah Bourennane:
Adaptive-3D-Wiener for hyperspectral image restoration: Influence on detection strategy. EUSIPCO 2006: 1-5 - 2005
- [c3]Jean-Michel Gaucel, Mireille Guillaume, Salah Bourennane:
Whitening spatial correlation filtering for hyperspectral anomaly detection. ICASSP (5) 2005: 333-336 - 2004
- [c2]Damien Muti, Salah Bourennane, Mireille Guillaume:
SVD-based image filtering improvement by means of image rotation. ICASSP (3) 2004: 289-292 - 1996
- [c1]Philippe Réfrégier, François Goudail, Thierry Gaidon, Mireille Guillaume:
Non-additive noise and optimal correlation. ICIP (3) 1996: 639-642
Coauthor Index
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