Stylistic analysis of paintings usingwavelets and machine learning

European Signal Processing Conference, pp. 1220-1224, 2009.

Cited by: 11|Views45
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Abstract:

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 conce...More

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