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ID_person:
30
ID_paper: 28 |
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A.
Gilboa1, A. Karasik 2,
I. Sharon3, U. Smilansky 4
1 Dept. of Archaeology, The University
of Haifa, Haifa, Israel
2 Inst. of Archaeology, The Hebrew University,
Jerusalem, Israel. Dept. of Physics of Complex Systems, The
Weizmann Institute of Science, Rehovot, Israel
3 Inst. of Archaeology, The Hebrew University,
Jerusalem, Israel.
4 Dept. of Physics of Complex Systems,
The Weizmann Institute of Science, Rehovot, Israel. |
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| Towards
Computerized Ceramic Typology and Classification |
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We
developed a computer-based method for ceramic typology and
classification, to enable the search for ceramic parallels.
The method makes use of the vessel's profile (cross section)
as drawn in standard archaeological reports. Considered as
a planar curve, it is most efficiently described in terms
of the local curvature given as a function of the point's
position along the profile. The curvature function naturally
emphasizes the sections of the profile of greatest archaeological
interest (corners, rims, etc). It contains the entire information
about the curve, and allows further manipulations (smoothing,
interpolation etc).
The scanned profile is automatically vectorized into a set
of x,y coordinates, from which the curvature function is computed.
Vessels are compared by their corresponding curvature functions,
and the correlation is numerically expressed in terms of the
normalized scalar product. By calculating a correlation matrix
for a whole assemblage, a ceramic typology can be defined
using cluster analysis, factor analysis or other statistical
techniques. The introduction of a weight function in the definition
of the scalar product, introduces a freedom, which may be
used to give more weight to details or focus on features of
greater archaeological significance. The method was tested
successfully for the analysis of several archaeological problems
of current interest.
Keywords: Ceramic Typology, Curvature analysis, Computerized
Classification.
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[gor]13-02-2003
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