Range imagery produces the kind of geometric information about the environment that an autonomous machine needs for operation. Not only does the range data provide explicit information about the obstacles that might hinder movements, but it also provides a means of recognizing objects that should be manipulated. TULKO, the \Machine of the Future" project, has chosen laser range imagery as it ma...