In this paper a new techniques is introduced for automatically building rec
ognisable, moving 3D models of individual people. A set of multiview colour
images of a person is captured from the front, sides and back by one or mo
re cameras. Model-based reconstruction of shape from silhouettes is used to
transform a standard 3D generic humanoid model to approximate a person's s
hape and anatomical structure. Realistic appearance is achieved by colour t
exture mapping from the multiview images. The results show the reconstructi
on of a realistic 3D facsimile of the person suitable for animation in a vi
rtual world. The system is inexpensive and is reliable for large variations
in shape, size and clothing. This is the first approach to achieve realist
ic model capture for clothed people and automatic reconstruction of animate
d models. A commercial system based on the approach has recently been used
to capture thousands of models of the general public.