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Considering that the drawing style of mural paintings was changing along the history and the drawing style can be speed dating ethan and quantified through painting data, we formulate the problem of mural-painting dating into a problem of drawing-style classification.
In fact, drawing styles can be expressed not only in color or curvature, but also in some unknown forms -- the forms that have not been observed.
To this end, besides sophisticated color and shape descriptors, a deep convolution neural network is designed to encode the implicit drawing styles.
In experiments, the proposed dating method is applied to seven mural paintings which were previously dated with controversies, and the exciting new dating results are approved by the Dunhuang expert.
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