62 citations · 105 across the 12 of their papers we have counts for
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math.OC2017★ 6 cited
Spectral Unmixing with Multiple Dictionaries
Jeremy E. Cohen, Nicolas Gillis
Spectral unmixing aims at recovering the spectral signatures of materials, called endmembers, mixed in a hyperspectral or multispectral image, along with their abundances. A typica…
stat.ML2017★ 20 cited
Dictionary-based Tensor Canonical Polyadic Decomposition
Jérémy E. Cohen, Nicolas Gillis
To ensure interpretability of extracted sources in tensor decomposition, we introduce in this paper a dictionary-based tensor canonical polyadic decomposition which enforces one fa…