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焊接缺陷自动识别系统的研究和应用
周伟1,2, 王承训1,2
1. 杭州电子工业学院;2.
2. 大连理工大学
摘要:
介绍了焊接缺陷自动识别技术,详细阐述了系统的硬件、软件组成和特征.叙述了包括图象预处理、特征选择、分类器设计在内的一系列有效方法.利用本系统对一些典型焊缝射线照相底片进行缺陷识别结果表明,系统有着实际应用前景.
关键词:  焊接缺陷  图象处理  模式识别
DOI:
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基金项目:
Research and Application of automatic recognition system to weld defects
Zhou Wei1,2, Wang Chengxun1,2
1. Hangzhou Institute of Electronic Engineering;2.
2. Dalian University of Technology
Abstract:
In this paper, a technique of automatic recognition of weld defects is introduced. The features of the system are discribed in detail. A series of effective methods including image preprocessing, feature selecting and classifier designing is presented. The recognition of weld defects has been done by this system for the typical radiographic inspection films of the welds. The results indicated the System has good prospects of application.
Key words:  weld defect  image processing  pattern recognition