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Object Recognition by Contour Matching

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Object Recognition by Contour Matching

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Samenvatting

This article deals with automatic object recognition. The goal is that in a certain grey-level image, possibly containing many objects, a certain object can be recognized and localized, based upon its shape. The assumption is that this shape has no special characteristics on which a dedicated recognition algorithm can be based (e.g. if we know that the object is circular, we could use a Hough transform or if we know that it is the only object with grey level 90, we can simply use thresholding). Our starting point is an object with a random shape. The image in which the object is searched is called the Search Image. A well known technique for this is Template Matching, which is described first.

Gepubliceerd inProceedings of the 4th International Conference on Technology and Automation TZIOLAS Publications (TEI Thessaloniki), Thessaloniki
Jaar2002
TypeConferentiebijdrage
TaalEngels

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