基于图像的自动检测系统支持向量机

Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412) Pub Date : 2003-05-20 DOI:10.1109/IMTC.2003.1208218

Chien-Ting Kuo, C. Kung, C. Kung, J. Jeng

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引用次数: 3

摘要

本文重点介绍了利用数字图像处理技术将支持向量机(SVW)与自动检测方案相结合的实际应用。该系统能够执行实时图像处理任务，识别成品部件在制造过程中的尺寸和位置，以及产品表面的缺陷和划痕。SVM嵌入式质量管理系统提供了一个用户友好的用户界面，该界面已在信用卡检查表面的案例研究中实现和测试。实验结果证明了所开发的支持向量机嵌入式检测系统的功能和优越性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Support vector machine for image based automated inspection system

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.

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Proceedings of the 20th IEEE Instrumentation Technology Conference (Cat. No.03CH37412)

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