709 citations · 4k across the 65 of their papers we have counts for
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stat.ME2014★ 78 cited
Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
This paper presents an unsupervised Bayesian algorithm for hyperspectral image unmixing accounting for endmember variability. The pixels are modeled by a linear combination of endm…
stat.ME2014★ 213 cited
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization
Cédric Févotte, Nicolas Dobigeon
This paper introduces a robust mixing model to describe hyperspectral data resulting from the mixture of several pure spectral signatures. This new model not only generalizes the c…