Celebratio Mathematica — Daubechies

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J. Wolff, M. Martens, S. Jafarpour, I. Daubechies, and R. Calderbank: “Uncovering elements of style,” pp. 1017–1020 in 2011 IEEE international conference on acoustics, speech and signal processing (Prague, 22–27 May 2011). IEEE (Piscataway, NJ), 2011. incollection

This paper relates the style of 16th century Flemish paintings by Goossen van der Weyden to the style of preliminary sketches or underpaintings made prior to executing the painting. Van der Weyden made underpaintings in markedly different styles for reasons as yet not understood by art historians. The analysis presented here starts from a classification of the underpaintings into four distinct styles by experts in art history. Analysis of the painted surfaces by a combination of wavelet analysis, hidden Markov trees and boosting algorithms can distinguish the four underpainting styles with greater than \( 90\% \) cross-validation accuracy. On a subsequent blind test this classifier provided insight into the hypothesis by art historians that different patches of the finished painting were executed by different hands.

Josephine Wolff	Related
A. Robert Calderbank	Related
Maximiliaan P. J. Martens	Related
Sina Jafarpour	Related