利用图像处理技术对纺织品和瓷砖图案进行结构描述

J. Valiente, F. Albert, C. Carretero, J. Gomis
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引用次数: 18

摘要

利用图案和平铺图案的几何特征对其进行编目是一个古老的研究课题,其主要目标是新图案的综合。然而,很少有人努力接近反问题,这是使用图像处理技术的设计分析。提出了一套用于纺织品和瓷砖织物设计自动分类的结构描述符。图形描述符如平行四边形基础、设计簇、设计对称轴等,在一个新的框架中被恰当地重新定义,利用对称群理论,试图描述图案设计的结构。我们描述了用于分析和提取这些结构描述符的操作顺序,以及每个阶段使用的方法,特别关注图像分割、对象提取和聚类阶段使用的技术。本文还包括了纺织品遗产图像和瓷砖博物馆图像的实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Structural description of textile and tile pattern designs using image processing
Cataloguing pattern and tiling designs using their geometrical features is an old research topic, whose main goal is the synthesis of new designs. However, little effort have been made to approach the inverse problem, this is the analysis of a design using image processing techniques. A set of structural descriptors for automatically classifying designs of textile and tile fabric is proposed. Graphic descriptors as parallelogram fundamental, design cluster, design symmetry axes etc., are properly re-defined in a new framework that, using the theory of symmetry groups, tries to describe the structure of a pattern design. We describe the sequence of operations introduced for the analysis and extraction of these structural descriptors and the methodology used in each stage, devoting special attention to the techniques used in the image segmentation, object extraction, and clustering stages. Experimental results with textile patrimony images and tile museum images are also included.
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