Stylistic analysis of paintings using wavelets and machine learning

Published

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