High-resolution inherently multi-dimensional data from a variety of different inspection modalities is now routinely available. Whereas maximum data density used to be severely restricted by available hardware, the limiting factor now is the software used to display and analyze the data. The current challenges are to perfect new techniques to capitalize on vastly increased hardware capacity, and to reconstruct the enormous quantities of raw data into standardized forms that can be easily interpreted, quantified, and compared against other datasets, including those taken at different sites using different machines and protocols.