Images of single molecules may be selected automatically from a digitized electron micrograph. The algorithm proposed facilitates single-particle averaging and related image procedures aimed at analyzing projections of single molecules. The automatic selection procedure has been applied to images of molecules of lipoyl transsuccinylase.