Stylistic analysis of paintings using wavelets and machine learning

Journal Article

Wavelet transforms and machine learning tools can be used to assist art experts in the stylistic analysis of paintings. A dual-tree complex wavelet transform, Hidden Markov Tree modeling and Random Forest classifiers are used here for a stylistic analysis of Vincent van Gogh's paintings with results on two stylometry challenges that concern "dating, resp. extracting distinguishing features". © EURASIP, 2009.

Duke Authors

Cited Authors

  • Jafarpour, S; Polatkan, G; Brevdo, E; Hughes, S; Brasoveanu, A; Daubechies, I

Published Date

  • December 1, 2009

Published In

Start / End Page

  • 1220 - 1224

International Standard Serial Number (ISSN)

  • 2219-5491

Citation Source

  • Scopus