An efficient object recognition scheme for a prototype component inspection

T. Sarkodie-Gyan, A. W. Campbell

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

An object recognition scheme for inspection of high tolerances in manufactured engine components has been developed and tested. A mechano-optical arrangement is used to generate and capture images of the components. A simple edge detection algorithm and an effective feature transformation plus indexing technique are applied to extract and analyse the features of the images. A classification scheme based on fuzzy membership functions is proposed. Some promising results of feature extraction, feature analysis and classification are shown.

Original languageEnglish
Pages (from-to)185-197
Number of pages13
JournalMechatronics
Volume7
Issue number2
Publication statusPublished - 1 Mar 1997

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