Accession Number : ADA188616
Title : Automatic Knowledge Acquisition for Aerial Image Interpretation.
Descriptive Note : Interim rept.,
Corporate Author : CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF COMPUTER SCIENCE
Personal Author(s) : McKeown, David M , Jr ; Harvey, Wilson A
PDF Url : ADA188616
Report Date : Dec 1987
Pagination or Media Count : 45
Abstract : The interpretation of aerial photographs requires a lot of knowledge about the scene under consideration. Knowledge about the type of scene: airport, suburban housing development, urban city, aids in low-level and intermediate level image analysis, and will drive high-level interpretation by constraining search for plausible consistent scene models. Collecting and representing large knowledge bases requires specialized tools. In this paper we describe the organization of a set of tools for interactive knowledge acquisition of scene primitives and spatial constraints for interpretation of aerial imagery. These tools include a user interface for interactive knowledge acquisition, the automated compilation of that knowledge from a schema-based representation into productions that are directly executable by our interpretation system, and a performance analysis tool that generates a critique of the final interpretation. Finally, the generality of these tools is demonstrated by the generation of rules for a new task, suburban house scenes, and the analysis of a set of imagery by our interpretation system.
Descriptors : *AERIAL PHOTOGRAPHS, *AERIAL PHOTOGRAPHY, *IMAGE PROCESSING, MODELS, PERFORMANCE TESTS, URBAN AREAS, TOPOGRAPHY, AIRPORTS, COLOR PHOTOGRAPHY, COMPUTER AIDED DIAGNOSIS, SURVEILLANCE, MAN COMPUTER INTERFACE
Subject Categories : Cartography and Aerial Photography
Distribution Statement : APPROVED FOR PUBLIC RELEASE