Speaker: Mauro Maggioni (Washington University)

Title: Wavelet and Clustering Techniques for Analysis of Hyperspectral Data


We present some techniques for analysis of high-dimensional data based on wavelet packets, spectral graph theory and other statistical techniques for analyzing and clustering data in high-dimension. While the mathematical framework we will present is completely general, we will also consider an application of these techniques to hyperspectral imaging for a specific medical application.