Nanocrystalline semiconductors embedded in dielectric matrices are currently under investigation for use in Si-photonics and in memory devices. The aim of a joint research activity in the FP6-ANNA*) project (http://www. i3-anna. org) is to develop and improve metrologies for the measurement of nanocrystal properties.