Research into computerized storage and retrieval of pictorial information has grown from modest beginnings in the late 1970's to a thriving field encompassing areas as diverse as digitized maps, satellite images, fingerprint collections, and libraries of engineering or architectural drawings. As more and more applications have been developed, the limitations of conventional retrieval methods ha...