• DocumentCode
    1319675
  • Title

    Feature extraction of manufactured parts in the presence of spurious surface reflections

  • Author

    Chottera, A. ; Shridhar, M.

  • Author_Institution
    Northern Telecommunications, Ottawa, Ont., Canada
  • Volume
    7
  • Issue
    4
  • fYear
    1982
  • Firstpage
    29
  • Lastpage
    33
  • Abstract
    In the application of image processing techniques for feature selection in manufactured parts, the generation of spurious features due to strong reflections from illuminated surfaces (particularly metal parts) has presented problems in the proper analysis of features for quality control purposes. Such spurious features most frequently appear as bright regions on a dark background and when image thresholding is performed for the purpose of feature detection, such regions appear as genuine features of the surface, causing ambiguities in the feature detection. This paper proposes a simple and effective technique for eliminating such features through an efficient border-following technique followed by linear scanning f the interiors. The effectiveness and the usefulness of the technique is demonstrated by considering a piston (in particular the surface of the piston head) of the internal combustion engine of an automobile.
  • Keywords
    pattern recognition; picture processing; quality control; automobile; efficient border-following technique; feature extraction; illuminated surfaces; image processing techniques; internal combustion engine; linear scanning; manufactured parts; quality control; spurious surface reflections; Eyebrows; Feature extraction; Head; Histograms; Pistons; Reflection; Vectors;
  • fLanguage
    English
  • Journal_Title
    Electrical Engineering Journal, Canadian
  • Publisher
    ieee
  • ISSN
    0700-9216
  • Type

    jour

  • DOI
    10.1109/CEEJ.1982.6592215
  • Filename
    6592215