Wheels identification using machine vision technology

An application of an online vision system using statistical pattern recognition algorithms for identifying various polycast wheels is described. The recognition is independent of part orientation and position in camera field of view. Simplicity, efficiency, low cost, and easy training for new design...

Full description

Saved in:
Bibliographic Details
Published inIEEE 1991 International Conference on Systems Engineering pp. 273 - 275
Main Authors Shabestari, Miller, Wedding
Format Conference Proceeding
LanguageEnglish
Published IEEE 1991
Subjects
Machine vision
Manufacturing
Online AccessGet full text

Cover

More Information
Summary:An application of an online vision system using statistical pattern recognition algorithms for identifying various polycast wheels is described. The recognition is independent of part orientation and position in camera field of view. Simplicity, efficiency, low cost, and easy training for new designs are important criteria of the system. Software and algorithms to locate the wheel, exclude the windows of the wheel, and extract features which are used for classification are developed. The results indicate a constraint-free system with real-time recognition rate and considerable increase in recognition accuracy.< >
ISBN:9780780301733
0780301730
DOI:10.1109/ICSYSE.1991.161131