Learning visual representations for compositional analysis of artworks and photographs

Fatemeh Behrad, Tinne Tuytelaars, Johan Wagemans

Composition, the deliberate arrangement of visual elements, is central to how meaning, emotion, and aesthetic quality are conveyed in artwork, yet it remains among the least formal…