Can I read Stroke-Level Analysis for Art Attribution on EtoBox?

Stroke-Level Analysis for Art Attribution by AnoukLancestremère is a document available to read on EtoBox.

What is Stroke-Level Analysis for Art Attribution about?

This paper proposes a computational approach to analyze individual strokes in line drawings to attribute drawings to artists and authenticate works. The methodology segments each stroke and extracts handcrafted and learned features to quantify stroke characteristics. Experiments on a dataset of 300 digitized drawings by Picasso, Matisse, and others showed the approach can classify strokes with 70-90% accuracy and drawings with over 80% accuracy, while detecting fakes with 100% accuracy in most tests.

Author

AnoukLancestremère

Language

EN