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Contribution to Book
Automatic Classification of Decorative Patterns in the Minoan Pottery of Kamares Style
Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology
  • Filippo Stanco, University of Catania
  • Davide Tanasi, Arcadia University
  • Giuseppe C. Guarnera, University of Catania
  • Giovanni Gallo, University of Catania
Document Type
Book Chapter
Publication Date
1-1-2011
Digital Object Identifier (DOI)
https://doi.org/10.4018/978-1-60960-786-9
Abstract
An important feature of the Minoan culture is the pottery of Kamares style, that documents the Cretan cultural production between the first half of the 2nd millennium BC. This high level painted production, characterized by the combination of several diverse motifs, presents an enormous decorative repertoire. The extraordinary variety of combinations between elementary motifs according to a complex visual syntax makes interesting the automatic identification of the motifs, particularly upon potsherds. A complete pipeline to accomplish this task is still a challenge to Computer Vision and Pattern Recognition. Starting from a digital image ROI identification, motif extraction, robust contour detection should be performed to obtain a bag of digital shapes. In a second phase each of the extracted shapes has to be classified according to prototypes in a database produced by an expert. The co-occurrence of the different shapes in a specimen will, in turn, be used to help the archaeologists in the cultural and even chronological setting.
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Citation / Publisher Attribution

Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology, p. 186-211

Citation Information
Filippo Stanco, Davide Tanasi, Giuseppe C. Guarnera and Giovanni Gallo. "Automatic Classification of Decorative Patterns in the Minoan Pottery of Kamares Style" Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology (2011) p. 186 - 211
Available at: http://works.bepress.com/davide-tanasi/5/