An efficient Exact-PGA algorithm for constant curvature manifolds

Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri

Manifold-valued datasets are widely encountered in many computer vision tasks. A non-linear analog of the PCA, called the Principal Geodesic Analysis (PGA) suited for data lying on…