55 citations · 136 across the 8 of their papers we have counts for
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eess.IV2017★ 45 cited
Hyperspectral image unmixing with LiDAR data-aided spatial regularization
Tatsumi Uezato, Mathieu Fauvel, Nicolas Dobigeon
Spectral unmixing methods incorporating spatial regularizations have demonstrated increasing interest. Although spatial regularizers which promote smoothness of the abundance maps…
cs.CV2017★ 11 cited
Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning
Adrien Lagrange, Mathieu Fauvel, Stéphane May +1
Within a supervised classification framework, labeled data are used to learn classifier parameters. Prior to that, it is generally required to perform dimensionality reduction via…