Bridges 2011 Short Paper
Transition of Matière feature of Claude Monet’s Paintings Analyzed by Wavelet Transform and Co-occurrence matrix
Toshihiro Bando, Kenichiro Nishida and Yasunari Sasaki
(Proceedings pages 567–570)
Abstract
``Matière'' plays an important role in paintings to create an
atmosphere to tableaux. We investigated transition of feature of
``matière'' or texture features of Claude Monet's paintings because
he painted many series of paintings in which he used little a bit
different brushwork to the same tableau. As a first step to know
texture feature of color images of his paintings we analyzed
grayscaled images of paintings in seven composition categories by
2-D wavelet transform. Then we calculate an image characteristic
amount from the result of wavelet multi-resolution analysis of the
painting images to clarify their texture feature quantitatively.
We also analyzed images of paintings with co-occurrence matrix and
calculate amount of characteristics. As a result, we are able to
confirm the changes of the brushwork in the case of the series of
the paintings “water lily” from 1899 to 1926. This result indicates
that we can use the image characteristic amounts as objective index
of texture feature or ``Matière'' of paintings and we can recognize
the change of ``Matière'' alter with time in the series of paintings.
Files