机织织物缺陷检测的形态重建方法

Jayanta K. Chandra, Pradipta K. Banerjee, A. K. Datta
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引用次数: 7

摘要

基本的形态学处理,即侵蚀和膨胀,往往无法检测到织物中可能存在的各种类型的缺陷,这主要是因为织物的经纬存在交错的光栅结构。本文首先对光栅的基本结构进行光学滤波,然后采用灰度形态重建操作进行缺陷检测。结果表明,所提出的方法在检测机织物中各种类型的缺陷时是有用的,如本文给出的部分所示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Morphological Reconstruction Operation for the Detection of Defects in Woven Fabric
Basic morphological processing i.e. erosion and dilation, often fails to detect various types of defects that may be present in woven fabric, mainly because of the presence of interlaced grating structure of the weft and warp of the fabric. In this paper basic grating structure is optically filtered and then gray scale morphological reconstruction operations are applied for the detection of defects. The results have shown the usefulness of the proposed method during detections of various types of defects in woven fabric, as illustrated by the portions given in this document.
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