Abstract

This paper describes a knowledge acquisition environment under development to help capture expertise from domain experts involved in analysing scenes from aerial imagery. The research is important because automated image understanding systems are increasingly relying on expert knowledge to help analyse objects and control the analysis process. It is desirable to enable the domain experts to enter and manipulate the domain knowledge directly. The research described is based on the concept of an integrated knowledge acquisition environment (KAE). The goal is to integrate the domain inputs, the translation into internal representations and the actual execution and feedback. The KAE contains a collection of computer-based tools facilitating: viewing and editing domain knowledge in both textual and graphic format (analysts tend to be visually oriented), knowledge base execution and testing, and expert system performance analysis.

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