no code implementations • 20 Nov 2011 • Daniel N. Kaslovsky, Francois G. Meyer
To process noisy data samples from a nonlinear manifold, PCA must be applied locally, at a scale small enough such that the manifold is approximately linear, but at a scale large enough such that structure may be discerned from noise.