We focus our attention on the problem of reconstruction of density ope
rators of quantum states from propensities, i.e. generalized quasiprob
ability density distributions obtained by quantum filtering. We consid
er propensities obtained by filtering with pure Gaussian as well as no
n-Gaussian states and we present two examples: when the filter is in a
squeezed coherent state and in a Fock state, respectively. We also sh
ow that even in the case of filtering with statistical mixtures a comp
lete reconstruction of a density operator of the measured quantum stat
e can be performed.