1. A computer-implemented process for calibrating an array of capture devices, comprising the process actions of: using hybrid capture devices, which capture both intensity data and depth data, to simultaneously capture depth maps and corresponding intensity images of a scene; finding common features in the depth maps from two hybrid capture devices; computing a rough calibration of hybrid capture devices using the shared depth map features.