Advancing Paleontology: A Survey on Deep Learning Methodologies in Fossil Image Analysis
Yaqoob Ansari,
Mohammed Ishaq,
Mohammed Yusuf
et al.
Abstract:Understanding ancient organisms and their paleo-environments through the study of body fossils represents a central tenet of paleontology. Advances in digital image capture over the past several decades now allow for efficient and accurate documentation, curation and interrogation of fossil anatomy over disparate length scales. Despite these developments, key body fossil image processing and analysis tasks, such as segmentation and classification still require significant user intervention, which can be labor-… Show more
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