In this paper we describe the integration of vision information obtained by
a fixed camera and the information obtained by a binocular active vision s
ystem. Both systems acquire images from the same environment. The informati
on redundancy is exploited to achieve a higher degree of robustness in dete
cting and tracking intruders. Global information about intruders is obtaine
d by the fixed vision system whereas information about a specific intruder
(that invades a critical area, for example) is obtained by the binocular sy
stem. (C) 2000 Elsevier Science B.V. All rights reserved.