Journal ArticleDOI
Identification of transcrystalline microcracks observed in microscope images of a dolomite structure using image analysis methods based on linear structuring element processing
TLDR
An algorithm was derived that allows a fully automatic segmentation of transcrystalline microcracks and may facilitate petrographical and stereological studies of rock structures observed under a polarizing microscope.About:
This article is published in Computers & Geosciences.The article was published on 2007-02-01. It has received 34 citations till now. The article focuses on the topics: Structuring element & Mathematical morphology.read more
Citations
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Journal ArticleDOI
The application of pattern recognition in the automatic classification of microscopic rock images
TL;DR: The results of the study show that the automatic recognition of the discussed rock types is possible, and reveal that, if the CIELab color space and the nearest neighbor classification method are used, the rock samples in question are classified correctly, with the recognition levels of 99.8%.
Journal ArticleDOI
Computationally efficient, one-pass algorithm for morphological filters
Petr Dokládal,Eva Dokladalova +1 more
TL;DR: This paper proposes a new algorithm implementing morphological dilation and erosion of functions, which opens the way to such time-critical applications where the complexity and memory requirements of serial morphological operators represented a bottleneck limiting their usability.
Journal ArticleDOI
The application of artificial intelligence for the identification of the maceral groups and mineral components of coal
Mariusz Młynarczuk,Marta Skiba +1 more
TL;DR: It was proved that artificial intelligence methods can be successfully applied for the identification of selected petrographic features of coal and the usefulness of AI in supporting of quantitative analyses of hard coal.
Journal ArticleDOI
Automatic mineral identification using color tracking
TL;DR: A novel automated color-based mineral identification procedure is developed, which can efficiently incorporate color variations under plane-polarized (PPL) and cross-polarsized (XPL) illumination modes and is effectively superior to multi-feature MI approaches due to its simplicity and ease of application.
Journal ArticleDOI
Petrographic Investigation of Microcrack Initiation in Mafic Ophiolitic Rocks Under Uniaxial Compression
TL;DR: In this article, the authors investigated the influence of the petrographic characteristics of mafic ophiolitic rocks on the initiation and propagation of microcracks during uniaxial compression.
References
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Book
Image Analysis and Mathematical Morphology
TL;DR: This invaluable reference helps readers assess and simplify problems and their essential requirements and complexities, giving them all the necessary data and methodology to master current theoretical developments and applications, as well as create new ones.
Book
Digital Image Processing Using MATLAB
TL;DR: 1. Fundamentals of Image Processing, 2. Intensity Transformations and Spatial Filtering, and 3. Frequency Domain Processing.
Book
Color Science. Concepts and Methods, Quantitative Data and Formulas
TL;DR: An encyclopedic survey of color science can be found in this article, which includes details of light sources, color filters, physical detectors of radiant energy, and the working concepts in color matching, discrimination, and adaptation.
Book
Morphological Image Analysis: Principles and Applications
TL;DR: This self-contained volume will be valuable to all engineers, scientists, and practitioners interested in the analysis and processing of digital images.