Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods

Mehrtash Harandi, Mathieu Salzmann, Richard Hartley

Representing images and videos with Symmetric Positive Definite (SPD) matrices, and considering the Riemannian geometry of the resulting space, has been shown to yield high discrim…