Identification of pore and minerals from digital rock images plays an important role in
characterization of oil and gas reservoirs. Traditional methods usually require high costs of …

岩石薄片矿物识别是岩石学研究工作的基础, 亦是进一步认识岩石种类, 成因机理,
物质运移和演化历史的基础. 传统的矿物识别主要依靠光学显微镜进行人工鉴定 …

Optical properties of crystals are one of the most powerful features for mineral identification.
In this study, a novel automated color-based mineral identification (MI) procedure is …

A method has been developed to automatically characterize the type of mineral phases by
means of digital image analysis using optical properties of crystals. The method relies on …

Modern electronic image-processing techniques have enabled mineral processing
engineers to automate the determination of minerals in ore samples. The automatic …

To study 16 kinds of common minerals, the authors collected 1000 images for each type,
and then divided them into training set, validation set and test set. Before putting the images …

Assessment of mineral liberation spectrum with all its aspects is essential for plant control
and optimization. This paper aims to estimate 2D mineral map and its associated liberation …

Color and color differences are critical aspects in many image processing and computer
vision applications. A paradigmatic example is object segmentation, where color distances …

以常见的16 类矿物作为研究对象, 收集每一类矿物约1000 张图像, 按比例划分为训练集,
验证集和测试集, 通过图像随机选取增加数据的多样性, 建立矿物识别InceptionV3 模型, 训练7 …

One of the methods used to classify intrusive igneous rocks is by observing the intensity of
light-and dark-coloured mineral. However, this method is normally based on perception, ie …