Several ABO3 perovskite ferroelectric crystals, PbTiO3, Pb(Zr, Ti)O3, and BaTiO3 have been in situ grown from amorphous gels with glass elements, and the structural evolution has been systematically investigated using x-ray diffraction (XRD), infrared spectra (IR), differential thermal analysis (DTA), thermogravimetric analysis (TGA), and dielectric measurements. It is found that in the Si-contained glass-ceramic systems, Si and B glass elements are incorporated into the crystalline structures, resulting in the variation of the crystallization process, change of lattice constant, and dielectric properties. Some metastable phases expressed by a general formula AxByGzOw (A = Pb and Ba; B = Zr and Ti; G for glass elements, especially for Si) have been observed and discussed.