Title :
Rules and algorithms for the design of templates for template matching
Author_Institution :
Tech. Univ., Delft, Netherlands
fDate :
30 Aug-3 Sep 1992
Abstract :
Template matching is considered to be a powerful image processing tool that is particularly useful in industrial inspection problems. In industrial inspection large numbers of objects have to be processed in short time. The processing itself is relatively easy. The defects that are to be found are known and can be modelled with black and white patterns. Binary images are usually sufficient. In this paper the binary template matching operation is explained and some design rules for these templates are presented. Furthermore some algorithms are presented that allow these templates to be learned by teaching the methods
Keywords :
automatic optical inspection; image recognition; learning systems; binary images; design rules; image processing; industrial inspection; machine learning; pattern recognition; template design; template matching; Algorithm design and analysis; Convolution; Hardware; Image processing; Industrial control; Inspection; Laboratories; Logic; Pipelines; Pixel;
Conference_Titel :
Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
Conference_Location :
The Hague
Print_ISBN :
0-8186-2910-X
DOI :
10.1109/ICPR.1992.201671