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
Link To Document