  We analyze photometry from deep B-band images of 59 void galaxies in the Void
Galaxy Survey (VGS), together with their near-infrared 3.6$\mu$m and 4.5$\mu$m
Spitzer photometry. The VGS galaxies constitute a sample of void galaxies that
were selected by a geometric-topological procedure from the SDSS DR7 data
release, and which populate the deep interior of voids. Our void galaxies span
a range of absolute B-magnitude from $\rm{M_B=-15.5}$ to $\rm{M_B=-20}$, while
at the 3.6$\mu$m band their magnitudes range from $\rm{M_{3.6}=-18}$ to
$\rm{M_{3.6}=-24}$. Their B-[3.6] colour and structural parameters indicate
these are star forming galaxies. A good reflection of the old stellar
population, the near-infrared band photometry also provide a robust estimate of
the stellar mass, which for the VGS galaxies we confirm to be smaller than $3
\times 10^{10}$ M$_\odot$. In terms of the structural parameters and
morphology, our findings align with other studies in that our VGS galaxy sample
consists mostly of small late-type galaxies. Most of them are similar to Sd-Sm
galaxies, although a few are irregularly shaped galaxies. The sample even
includes two early-type galaxies, one of which is an AGN. Their S\'{e}rsic
indices are nearly all smaller than $n=2$ in both bands and they also have
small half-light radii. In all, we conclude that the principal impact of the
void environment on the galaxies populating them mostly concerns their low
stellar mass and small size.
