Shape-similarities of electron density clouds of molecules provide importan
t clues concerning chemical and physical properties, including information
about their reactivities in biochemical systems. The concept of topological
resolution is used for quantifying molecular similarities: within a hierar
chy of finer and cruder topologies, the crudest topology that already provi
des discrimination between two objects (such as two fuzzy electron density
clouds) is used to define a measure of their similarities. The finer this t
opology, the more similar the two objects. This approach, the method of top
ological resolution-based similarity measures (TRBSM), can be combined with
a geometrically motivated resolution-based similarity measure (RBSM) withi
n a metric space. Some of the relations between these two approaches are di
scussed in this contribution, with special emphasis on applications to elec
tron densities.