This paper describes the implementation of an 'active-mesh' that is to be a
utomatically created and configured directly from a single frame of an imag
e sequence. The aim of this approach is to use the derived mesh to perform
visual tracking in unconstrained motion environments, allowing movement of
the camera, the scene and even the inclusion of background-independent movi
ng objects. The main problem in initializing this mesh comes from the fact
that there is little a priori information about the scene available. The pa
per will discuss methods that are currently available for determining the i
nitial position of active contour models within images, also suggesting a m
ethod of initializing the active-mesh. The approach is further extended to
using multiple meshes and region initialized meshes. (C) 2000 Elsevier Scie
nce B.V. All rights reserved.