Feature-based Object Recognition

Feature-based Object Recognition

The use of grey-scale contours, and fingerprints derived from this, has recently been used to analyse images for object recognition. The processing of these data can take a number of different forms. This paper describes a method for using characteristic aspects of the fingerprint, and geometrical r...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Howarth, J.W., Bakker, H.H.C., Flemmer, R.C.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
artificial intelligence
artificial vision
Automation
Computer vision
Feature extraction
Fingerprint recognition
Image analysis
image contours
Image databases
Machine vision
Object recognition
Robots
Spatial databases
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Beschreibung
Zusammenfassung:The use of grey-scale contours, and fingerprints derived from this, has recently been used to analyse images for object recognition. The processing of these data can take a number of different forms. This paper describes a method for using characteristic aspects of the fingerprint, and geometrical relationships between them, to reduce an image to a set of simple geometric features. These features allow for compact storage in a database and very fast scanning to create a short list of candidate matching objects.
DOI:10.1109/ICARA.2000.4804015