We study two geometrical factors needed for the correct construction o
f statistical ensembles of surfaces. Such ensembles appear in the stud
y of fluid bilayer membranes, though our results are more generally ap
plicable. The naive functional measure over height fluctuations must b
e corrected by these factors in order to give correct, self-consistent
formulas for the free energy and correlation functions of the height.
While one of these corrections - the Faddeev-Popov determinant - has
been studied extensively, our derivation proceeds from very simple geo
metrical ideas, which we hope removes some of its mystery. The other f
actor is similar to the Liouville correction in string theory. Since o
ur formulas differ from those of previous authors, we include some exp
licit calculations of the effective frame tension and two-point functi
on to show that our version indeed secures coordinate-invariance and c
onsistency to lowest nontrivial order in a temperature expansion.