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Objective measure of thread characteristics in non closely-woven fabrics by image processing

机译:通过图像处理客观测量非紧密织造织物中纱线特性

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摘要

A digital image processing approach to develop an automatic method for the objective measure of some thread parameters in a non closely-woven fabric is presented. The parameters addressed by this method are thickness, periodicity, regularity, area of holes between threads and cover factor. Applied techniques range from image thresholding for the segmentation of the threads from the background, to morphological operations such as skeletonization and non-lineal filters. They are successfully applied to segment vertical and horizontal lines describing the geometry of the threads. The mentioned parameters are derived from further labeling of the skeletonized images.
机译:提出了一种数字图像处理方法,以开发一种自动方法来客观测量非紧密织造织物中的某些线参数。用这种方法处理的参数是厚度,周期性,规则性,螺纹之间的孔面积和覆盖系数。应用的技术范围很广,从图像阈值化到背景线程的分割,再到诸如骨架化和非线性过滤器之类的形态学操作。它们已成功应用于分割描述螺纹几何形状的垂直和水平线。所提到的参数是从骨架图像的进一步标记中得出的。

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