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Peng Lin - IEEE Xplore Author Profile

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Mid-infrared (IR) spectroscopy has the advantage of being fast and nondestructive for mineral identification and geological analysis. Mineral anomalies in fault zones are geological markers for fault identification. However, fault rock spectra acquired by remote sensing techniques are often a mixture of multiple endmembers. The mid-IR spectral variability of mineral anomaly patterns in fault zones...Show More
To reduce the disadvantages of factors such as limited expression of 2-D images, weathering, or man-made pollution on image-based methods and realize rapid and accurate on-site lithology identification, we propose an intelligent lithology identification method based on the deep learning of rock images and element information. The initial lithology probabilities and locations are first determined f...Show More