Symbolic reasoning in object extraction

Amnon Meisels, Doron Mintz

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

A realization of the top-down use of knowledge in the process of extraction of simple man-made objects from aerial photographs is presented. The finding of objects is performed by a reasoning rule-based program written in prolog. The program is purely symbolic and has no access to digital data, yet it produces the needed objects by controlling three other modules of the system through a purely symbolic interface. The program was run as a road finder on aerial images and the experiment is described in detail. We demonstrate the simple "programmability architecture" of the program by presenting examples of simple additions that make it find different kinds of simple objects. Our paradigm makes it possible to understand much better, via the reasoning mechanism, the process of object extraction.

Original languageEnglish
Pages (from-to)447-459
Number of pages13
JournalComputer Vision, Graphics, and Image Processing
Volume52
Issue number3
DOIs
StatePublished - 1 Jan 1990

ASJC Scopus subject areas

  • Environmental Science (all)
  • Engineering (all)
  • Earth and Planetary Sciences (all)

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