Textile Images 2

This is the source file to install the R data package "textile2" that contains 350 real textile images (of size 500x500 pixels). They were taken at non-overlapping and adjacent regions of two swatches of the same textile material, at a scale that shows their weave patterns. They exhibit a great deal of stochastic behavior of the stochastic textured surface data, defined in Bui and Apley (2017a). These images were used in Bui and Apley (2017b) to illustrate their approach that monitor for global changes in the nature of stochastic textured surfaces. Unlike local defects that occur in local regions of the surfaces, this type of changes affect the entire surfaces. References: Bui, A.T., and Apley., D.W. (2017a) A Monitoring and Diagnostic Approach for Stochastic Textured Surfaces", Technometrics (in press). Bui, A.T., and Apley., D.W. (2017b) Monitoring for Changes in the Nature of Stochastic Textured Surfaces", (under review).

本文件为R语言数据包"textile2"的安装源文件，该数据包包含350张真实纺织图像（分辨率为500×500像素）。
这些图像采集自同一种纺织材料的两块试片上互不重叠且相邻的区域，拍摄尺度可清晰呈现织物的编织纹理。
它们展现了随机纹理表面数据集所蕴含的丰富随机特性，该特性由Bui与Apley（2017a）所定义。
上述图像曾被应用于Bui和Apley（2017b）的研究中，用以展示其用于监测随机纹理表面整体特性变化的方法。
与发生在表面局部区域的局部缺陷不同，此类变化会波及整个表面。
参考文献：
1. Bui, A.T. 与 Apley, D.W. (2017a) 《A Monitoring and Diagnostic Approach for Stochastic Textured Surfaces》，《技术计量学（Technometrics）》（已录用待刊）。
2. Bui, A.T. 与 Apley, D.W. (2017b) 《Monitoring for Changes in the Nature of Stochastic Textured Surfaces》（审稿中）。

搜集汇总

背景与挑战

背景概述

该数据集包含350张真实纺织物图像，每张大小为500x500像素，来自同一纺织材料的两个非重叠相邻区域，展示了随机纹理表面的行为。它主要用于监控纺织表面的全局变化，并支持相关学术研究，属于可视化数据类别。