This paper reports some promising results on the identification of minerals using color parameters from images of thin sections.
Oct 22, 2024 · Colors of minerals are the basic factors for identification. In this study, an artificial neural network is used for the classification of ...
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Oct 22, 2024 · Using these three color space, an artificial neural network is used for the classification of minerals. Optical data of thin sections is ...
[PDF] Case study in effects of color spaces for mineral identification
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Jun 4, 2010 · The results show that RGB was efficient and suggested as the best color space for identification of minerals. Key words: Artificial neural ...
This paper summarizes the methods and techniques of artificial intelligence applied to intelligent mineral identification based on research.
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Jul 13, 2022 · In this paper, we propose a deep learning mineral identification method based on luminance equalization. Compared with traditional mineral ...
Aug 31, 2024 · Mineral identification using artificial neural networks and the rotating polarizer stage. ... using color spaces and artificial neural networks.
Nov 13, 2024 · Mineral identification using color spaces and artificial neural networks. N. Baykan, N. Yilmaz. 2010, Computational Geosciences. Textural ...
The authors used an artificial neural network (ANN) for mineral recognition (quartz, muscovite, biotite, chlorite and opaque minerals) via image processing.