Support Vector Machine for Image Based Automated Inspection System

摘要

This paper focused on the actual applications of support vector machines (SVM) connected with automated inspection scheme by utilizing the digital image processing techniques. Such a system is capable of performing real-time image processing tasks and identifies the size and location of the finished components on manufactured products as well as the flaw and scratches on surface of products during the manufacturing process. The SVM embedded quality management system provides a user-friendly user interface that has been implemented and tested on a case study from the surface of credit card inspection. The experimental results have demonstrated the functionality and superiority of the developed SVM embedded inspection system.