Spectral Clustering Based on Local PCA

Ery Arias-Castro, Gilad Lerman, Teng Zhang

We propose a spectral clustering method based on local principal components analysis (PCA). After performing local PCA in selected neighborhoods, the algorithm builds a nearest nei…