On the extraction of spectral and spatial information from images

For the analysis of spatial and spectral correlations in RGB, multispectral, or hyperspectral images, different ways of combining Principal Component Analysis and multiresolution analysis are investigated and integrated into a unified framework. The integration of different frameworks is the purpose of this paper since a unified framework is necessary in the situation where the efficient analysis of both spatial and spectral correlations is …