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基于广义霍夫变换的芯片检测
Generalized Hough Transform-based Chip Detection
【摘要】 传统的广义霍夫变换空间复杂度及时间复杂度都很高,不适用于实时的应用。针对该问题,提出一种基于广义霍夫变换的芯片检测算法,降低了计算复杂度。该算法的主要思想是将多尺度分析与广义霍夫变换相结合。将该算法应用到自动光学检测系统的芯片检测中,取得了较好的检测结果。
【Abstract】 The time and space computing complexity of the traditional Generalized Hough Transform(GHT) is too high for real-time application, so a GHT is proposed in this paper.The computing complexity is reduced in this modified Hough algorithm.The basic idea of this algorithm is combining multi-scale analysis and GHT.To verify this algorithm, chip detection in Automatic Optical Inspection(AOI) system is performed.Test results prove to be good.
【关键词】 广义霍夫变化;
芯片检测;
物体识别;
【Key words】 Generalized Hough Transform(GHT); chip detection; object recognition;
【Key words】 Generalized Hough Transform(GHT); chip detection; object recognition;
- 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2009年23期
- 【分类号】TN407
- 【被引频次】18
- 【下载频次】284