과제정보
이 연구는 한국연구재단의 광화유체 진화의 미시적 해석: 마그마성-열수 광화작용의 새로운 이해 사업의 (NRF-2018R1D1A1B07051418)의 일환으로 수행되었음을 밝힙니다.
참고문헌
- Borazjani, O., Ghiasi-Freez, J. and Hatampour, A. (2016) Two intelligent pattern recognition models for automatic identification of textural and pore space characteristics of the carbonate reservoir rocks using thin section images. J. Nat. Gas Sci. Eng., v.35, p.944-955. doi: 10.1016/j.jngse.2016.09.048
- Borges, H.P. and de Aguiar, M.S. (2019) Mineral classification using machine learning and images of microscopic rock thin section. In: Mexican International Conference on Artificial Intelligence. Springer, Cham, p.63-76. doi: 10.1007/978-3-030-33749-0_6
- Budennyy, S., Pachezhertsev, A., Bukharev, A., Erofeev, A., Mitrushkin, D. and Belozerov, B. (2017) Image processing and Machine Learning approaches for petrographic thin section analysis. In: SPE Russian Petroleum Technology Conference. OnePetro. doi: 10.2118/187885-MS
- Hussain, M., Bird, J.J. and Faria, D.R. (2018) A study on cnn transfer learning for image classification. In UK Workshop on computational Intelligence, Springer, Cham, p.191-202. doi: 10.1007/978-3-319-97982-3_16
- Izadi, H., Sadri, J. and Mehran, N.A. (2013) A new approach to apply texture features in minerals identification in petrographic thin sections using ANNs. In: 2013 8th Iranian Conference on Machine Vision and Image Processing (MVIP). IEEE, p.257-261. doi: 10.1109/IranianMVIP.2013.6779990
- Le Bas, M.J. and Streckeisen, A.L. (1991) The IUGS systematics of igneous rocks. Journal of the Geological Society, v.148, p.825-833. doi: 10.1144/gsjgs.148.5.0825
- Lei, X., Pan, H. and Huang, X. (2019) A dilated CNN model for image classification. IEEE Access, v.7, p.124087-124095. doi: 10.1109/ACCESS.2019.2927169
- Middlemost, E.A. (1980) A contribution to the nomenclature and classification of volcanic rocks. Geol. Mag., v.117, p.51-57. doi: 10.1017/S0016756800033094
- Middlemost, E.A. (1994) Naming materials in the magma/igneous rock system. Earth-Science Reviews, v.37, p.215-224. doi: 10.1016/0012-8252(94)90029-9
- Peacock, M.A. (1931) Classification of igneous rock series. The Journal of Geology, v.39, p.54-67. https://doi.org/10.1086/623788
- Qassim, H., Verma, A. and Feinzimer, D. (2018) Compressed residual-VGG16 CNN model for big data places image recognition. In 2018 IEEE 8th Annual Computing and Communication Workshop and Conference, IEEE, p.169-175. doi: 10.1109/CCWC.2018.8301729
- Seo, W., Kim, Y., Sim, H., Song, Y. and Yun, T.S. (2022) Classification of igneous rocks from petrographic thin section images using convolutional neural network. Earth Science Informatics, v.15, p.1297-1307. doi: 10.1007/s12145-022-00808-5