English

Smell and Emotion: Recognising emotions in smell-related artworks

Computer Vision and Pattern Recognition 2024-07-08 v1

Abstract

Emotions and smell are underrepresented in digital art history. In this exploratory work, we show that recognising emotions from smell-related artworks is technically feasible but has room for improvement. Using style transfer and hyperparameter optimization we achieve a minor performance boost and open up the field for future extensions.

Keywords

Cite

@article{arxiv.2407.04592,
  title  = {Smell and Emotion: Recognising emotions in smell-related artworks},
  author = {Vishal Patoliya and Mathias Zinnen and Andreas Maier and Vincent Christlein},
  journal= {arXiv preprint arXiv:2407.04592},
  year   = {2024}
}

Comments

5 pages, 3 figures