A "society" of intelligent mobile cameras collaboratively solves calibration and scene-modeling problems through exchange of data. The small prototypes are built starting with StrongARM-based PDAs running Linux. Each has a camera with motorized pan/tilt head, IEEE 802.11 wireless networking, and a motor for traveling along an overhead monorail-style track.