PDM research project
MANAG: Multiresolution-analysis of non-normal data on arbitrary geometries (1-11-2003 to 31-10-2004)
Project description
This project aims at a further exploration of wavelet-like data analyses on irregular grids and with possibly non-normal noise. A first item is the study of Poisson count data, as they often appear in applications of image processing (scanners, satellite data). We also study new, non-linear decompositions that are inspired by the specific characteristics of higher dimensional data, such as gray scale images. Thirdly, we study multiscale smoothing of scattered data.