Automated Petrographic Analysis: Detecting Fossil Traces

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This presentation explores automated petrographic analysis, addressing its definition, scope, and applications within geology alongside common challenges. A critical review of methodologies includes techniques such as segmentation, classification, and data augmentation. Analytical methods employing machine learning, imaging, and evaluation metrics are discussed, providing insight into study designs. Key findings suggest combining methodologies, tackling data limitations, and quantifying...