Stéphane May

A Bayesian Model for Joint Unmixing and Robust Classification of Hyperspectral Images

Supervised classification and spectral unmixing are two methods to extract information from hyperspectral images. However, despite their complementarity, they have been scarcely considered jointly. This paper presents a new hierarchical Bayesian model to perform simultaneously both analysis in order…