Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold

Hiroyuki Kasai, Bamdev Mishra

Dictionary leaning (DL) and dimensionality reduction (DR) are powerful tools to analyze high-dimensional noisy signals. This paper presents a proposal of a novel Riemannian joint d…