1. A method for detecting an opening in a structure represented by a three-dimensional point cloud, said method comprising: creating a three-dimensional point cloud map of a scene, said three-dimensional point cloud map comprising a plurality of points representing a ground plane and said structure upon said ground plane; identifying an absence of points within said plurality of points representing said structure; and determining whether said absence of points represents said opening in said structure.