An informed strategy for matching models to images of fabricated objects

Research output: Contribution to journalArticle

Abstract

A new method for the matching of 2-dimensional scenes of single and multiple objects with a previously formed model database is presented and discussed. The system is based on a two-tier organisation of the model database consisting of object centred and binary relation centred structures. This is formed to reduce the complexity of the matching process yet retain a robust and accurate identification procedure, in the event of an incomplete and inaccurate segmented description of the scene, which is a probable consequence of non-idealised viewing conditions. Examples of system performance in identifying single and multiple component images are presented. © 1987.

Original languageEnglish
Pages (from-to)349-363
Number of pages15
JournalPattern Recognition
Volume20
Issue number3
Publication statusPublished - 1987

Keywords

  • Component recognition
  • Heuristic search
  • Image interpretation
  • Image segmentation
  • Knowledge based systems
  • Robot vision

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