A technique for obtaining two-dimensional images of cement particles segmented into individual phases has been demonstrated. The technique allows for quantitative characterization of cement powders, providing information on the distribution of phases not available from typical bulk oxide analyses. The technique can also be used to obtain starting images for cement paste microstructure computer models. The application of these computer models to predicting heat of hydration curves and studying interfacial zone microstructure in concrete has been demonstrated.