Support vector machine for image based automated inspection system

Abstract

ut -This paper focused on the actual applications of suppon vector machines (SVW connected with uutomated inspection scheme by utilizing the digital imageprocessing techniques. Such a system is capable of performing real-time image processing tasks and identifies the size and location of thefinished components on manufacturedproducts as well as theflaw and scrutches on surface ofproducts 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 demonstruted the functionality and superiority of the developed SVM embedded inspection system.