Quaternion Maximum-Volume Submatrix Selection with Applications to Multichannel Imaging and Visual Data

Vsevolod Kliushev, Junjun Pan, Valentin Leplat

Low-rank approximation based on selected rows and columns is a useful alternative to singular value decompositions when the goal is an interpretable and compact matrix representati…