Applying a Neural Network Based Classification Scheme to Inspect Manufactured Assemblies

Proceedings of the Artificial Intelligence and Manufacturing Research Planning Workshop, 1996

Volume

Proceedings of the Artificial Intelligence and Manufacturing Research Planning Workshop, 1996

Contents

This paper describes how an image classification system integrates a comprehensive image analysis library with a neural network classifier to automate the inspection of manufactured assemblies and solve image pattern recognition problems. The capabilities of popular image processing algorithms and neural network paradigms are discussed. A case study provides details on how an image classification system was implemented to automate the inspection of artillery fuzes.