Abstract-This work proposes a method for reconstructing ancient objects based on the use of 2D images. The method exploits the features of the edges of fragments, as well as the colors near the edges of the fragments. The main idea of this method is to obtain accurate contours of fragments, and consider them as curves. The next step is to apply a polynomial function to compute the coefficients of the curve, which is effective to recognize other edges of corresponding fragments. Moreover, extracting color features near the edges of fragments particularly effective in matching the pair of fragments. In order to recognize the corresponding edges of the other fragment, the correlation coefficient and the highest intersection of colors were used. This method achieved a high success rate by relying on the coefficients of a polynomial function, and the intersection of colors between pairs of edges of the fragments.