Pretty cool stuff, though at the moment it seems to require using a pre-captured background:

When overlaying a digital costume onto a body using pose matching, several parts of the person’s cloth or skin remain visible due to differences in shape and proportions. In this paper, we present a practical solution to these artifacts which requires minimal costume parameterization work, and a straightforward inpainting approach.

[YouTube] [Via Steve Toh]