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Application of Gabor Filtering Methods to Auto-defect-detecting of Color Texture Surface
Gabor滤波器在彩色纹理表面缺陷检测中的应用

Keywords: surface inspection,defect detecting,color texture,Gabor filter
表面检测
,缺陷检测,彩色纹理,Gabor滤波器,Gabor,滤波器,彩色,纹理特征,表面缺陷检测,应用,Surface,Color,Texture,Methods,Filtering,有效性,结果,实验,木材,纺织品,问题转换,二值化,图像缺陷检测,能量响应,图像卷积

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Abstract:

This paper introduced the application of Gabor filtering method to auto-defect-detecting of color texture surface,to measure the deviations of image's color and texture.The method was based on the energy response of image convolution comprised by two color feature pluralities,rather than the extraction depending on texture feature,thus accomplishing the transformation between a complicated process of defect-detecting and a simple binary of filtering image.The outcomes drawn from a series of tests on a large number of particular color texture surface,such as surface of textile and wood prove the effectiveness of the method.

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