Mireille Guillaume

Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data

Alexis Huck, Mireille Guillaume, Jacques Blanc-Talon · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 130 citations

Spectral Theory, Minimum Dispersion, Image Analysis +13

A novel maximum likelihood based method for mapping depth and water quality from hyperspectral remote-sensing data

Sylvain Jay, Mireille Guillaume · Remote Sensing of Environment · 2014 · 79 citations

Novel Maximum Likelihood, Environmental Monitoring, Engineering +10

Hyperspectral remote sensing of shallow waters: Considering environmental noise and bottom intra-class variability for modeling and inversion of water reflectance

Sylvain Jay, Mireille Guillaume, Audrey Minghelli et al. · Remote Sensing of Environment · 2017 · 73 citations

Hydrologic Remote Sensing, Environmental Monitoring, Engineering +10

A Bilinear–Bilinear Nonnegative Matrix Factorization Method for Hyperspectral Unmixing

Olivier Eches, Mireille Guillaume · IEEE Geoscience and Remote Sensing Letters · 2013 · 49 citations

Spectral Theory, Engineering, Matrix Factorization +13

Underwater Target Detection With Hyperspectral Data: Solutions for Both Known and Unknown Water Quality

Sylvain Jay, Mireille Guillaume, Jacques Blanc-Talon · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2012 · 48 citations

Environmental Monitoring, Engineering, Underwater System +21