Venetian School

We apply archetypal analysis to a set of 1716 artworks by 16 artists of the Venetian School. We compute \(k=32\) archetypes.

Image Decompositions

Archetypal analysis allows to decompose an image into its contributing styles. Below are some examples of these decompositions, computed with Gatys' style representation. The contributions of the archetypal styles are visualized in three ways:

  • as a texture synthesized using the archetypal style (left column)
  • as stylization of the image in questions, using a unit vector for each contributing style (top row)
  • as a sum of the (strongest three) contributing images