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• W2950333516 abstract "The manual archaeological projectile point morphological classification is an extensive and complex process since it involves a large number of categories. This article presents an algorithm that automatically makes this process, based on the projectile point digital image and using a classification scheme according to global archaeological approaches. The algorithm supports different conditions such as changes in scale and quality of the image. Moreover, it requires only a uniform background and an approximate north--south projectile point orientation. The principal computer methods that compose the algorithm are the curvature scale space map (CSS-map), the gradient contour on the projectile point, and the support vector machines (SVM) algorithm. Finally, the classifier was trained and tested on a dataset of approximately 800 projectile points images, and the results have shown a better performance than other shape descriptors such as Pyramid of Histograms of Orientation Gradients (PHOG), Histogram of Orientation Shape Context (HOOSC) (both used in a bag-of-words context), and geometric moment invariants (Hu moments)." @default.
• W2950333516 created "2019-06-27" @default.
• W2950333516 creator A5017973284 @default.
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• W2950333516 date "2019-06-13" @default.
• W2950333516 modified "2023-10-01" @default.
• W2950333516 title "Computer Algorithm for Archaeological Projectile Points Automatic Classification" @default.
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• W2950333516 doi "https://doi.org/10.1145/3300972" @default.
• W2950333516 hasPublicationYear "2019" @default.
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