岩石显微数字图像处理技术在地球材料纹理和微观结构解释中的应用

Beatriz M. Dias, V. Velázquez, R. F. Lucena, J. M. A. Sobrinho
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引用次数: 4

摘要

利用偏振光显微镜对岩石进行描述和表征的技术是矿物学和岩石学领域的一种成熟的做法。然而,由于地质材料在小范围内本质上是高度可变的,捕捉高质量的图像,特别是在组成岩石的矿物颗粒中存在的精细细节,是在岩石显微镜下检查薄片时遇到的主要困难。结合岩石学概念和数字图像处理方法,本文的主要目的是提供一种实用的方法,用特定的软件进行数字图像处理,并将其直接应用于矿物的微观形态表征。除了颜色、亮度和对比度的基本校准外,还采用了三种不同的空间域数字图像处理方法,分别遵循压纹表面、负图像和边缘检测技术的原则。发现这些初级过滤器的使用对不同类型微观结构中涉及的矿物相的详细表征是有效的。但是,必须特别注意灵敏度和精度参数,以避免在图像中排除信息或添加噪声。虽然研究集中在区分造岩矿物中几种类型的结构特征,但这些技术可以用于学术和工业环境中的其他调查领域,以诊断微构造变形的结构、土壤微形态特征、混凝土中原始成分的比例、并对陶瓷的考古来源进行矿物学模态测定,并对制造工艺产品所需的矿物原料进行表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Petrographic Microscope Digital Image Processing Technique for Texture and Microstructure Interpretation of Earth Materials
The technique of description and characterization of rocks with the aid of a polarized light microscope is a well-established practice in the fields of mineralogy and petrology. However, because geological materials are inherently highly variable on a small scale, capturing good-quality images, particularly of the fine details present in the mineral grains that compose the rock, is the main difficulty encountered when a thin section is examined under a petrographic microscope. Combining petrographic concepts and digital image processing methods, the principal aim of this paper is to provide a practical approach to digital image treatment with specific software, and its immediate application in the micromorphological characterization of minerals. In addition to the basic calibration of color, brightness, and contrast, three different methods of digital image processing in the spatial domain, following the principles of embossed surface, negative image, and edge detection techniques, were applied to the images. The use of these primary filters was found to be efficient for detailed characterization of the mineralogical phases involved in the different types of microstructures. However, special care must be taken regarding the sensitivity and accuracy parameters to avoid the exclusion of information or the addition of noise to the image. Although research has focused on the distinction of several types of textural features in rock-forming minerals, these techniques can be employed in other areas of investigation, in both academic and industrial settings, to diagnose textures of microtectonic deformation, soil micromorphological features, the proportions of the original ingredients in concretes, and the mineralogical modal determination of ceramics of archeological origin and to characterize mineral raw materials for the manufacture of technological products.
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