  The measurement of absolutely normalized cross sections for high-energy
scattering processes is an important reference for theoretical models. This
paper discusses the first determination of the luminosity for data of the
COMPASS experiment, which is the basis for such measurements. The resulting
normalization is validated via the determination of the structure function
$F_2$ from COMPASS data, which is compared to literature.
