Applying a Neural Network Based Classification Scheme to Inspect Manufactured Assemblies

Patrick J. Sincebaugh

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.


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