Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization

Nicolas Gillis, Da Kuang, Haesun Park

In this paper, we design a hierarchical clustering algorithm for high-resolution hyperspectral images. At the core of the algorithm, a new rank-two nonnegative matrix factorization…