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Automatic image processing filter generation for visual defects classification system

机译:用于视觉缺陷分类系统的自动图像处理过滤器生成

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The visual inspection system is used in various production systems. The Visual Inspection System is used to maintain the quality of products. But, there are some defects which are not detected with enough reliability on conventional systems. To meet with the problems, the automatic generation system of best image processing filters which extract the proper characteristics of images for that kind of defects has been introduced to improve recognition rate. The system is designed to generate two kinds of filters to detect the defects with vague edge and widely distributed defect images using neural network method and co-occurrence histogram images. Experiments shows the generated filters get better recognition rate.
机译:视觉检查系统用于各种生产系统。视觉检查系统用于维持产品质量。但是,有些缺陷在常规系统上无法以足够的可靠性检测到。为了解决这些问题,引入了最佳图像处理过滤器的自动生成系统,该系统提取了针对那种缺陷的图像的适当特性,以提高识别率。该系统设计为使用神经网络方法和共现直方图图像生成两种过滤器,以检测模糊边缘和分布广泛的缺陷图像的缺陷。实验表明,生成的滤波器具有更好的识别率。

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