چکیده (انگلیسی):

The reconstruction of archaeological objects is a very challenging problem and solving this problem is
important. Occasionally, archaeological workers suffer when trying to match object fragments
together, especially when there is a presence of significant gaps in the fragments, or even in the case of
similarity, where fragments are mixed with fragments of other objects. The main theme of this study is
a proposed method for the reconstruction of pottery from archaeological fragmented pots and vases,
depending on the use of a polynomial function. In any case, there is an important fact that should be
mentioned: The assembly of any object will rely on the edges of the fragment firstly, then the color
and texture. Therefore, this study has adopted the edges of the fragments as a condition when
reconstructing the objects, by exploiting the edges of the fragments as an important feature, mainly due
to the fact that edges of the fragments are lines, corners and curves. A Canny filter was used to identify
the edges of the fragments. In addition, for the purpose of obtaining the vector of coefficient for the set
of edges, a polynomial function algorithm was applied. Lastly, the experiments shows that the
algorithm is effective, especially when applying the correlation coefficient formula in the classification
phase by using the data set which consists of 56 pieces and each one has edges at a rate of 3-5 cm. The
experimental results achieved a high success rate that means the proposed system may produce high
performance to recognize and match the edges by using a polynomial function to extract features and
to classify them by using a correlation coefficient.