Quaternion Non-negative Matrix Factorization: definition, uniqueness and algorithm

Julien Flamant, Sebastian Miron, David Brie

This article introduces quaternion non-negative matrix factorization (QNMF), which generalizes the usual non-negative matrix factorization (NMF) to the case of polarized signals. P…