Smell and Emotion: Recognising emotions in smell-related artworks
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | , , , |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866913418648223744 |
|---|---|
| author | Patoliya, Vishal Zinnen, Mathias Maier, Andreas Christlein, Vincent |
| author_facet | Patoliya, Vishal Zinnen, Mathias Maier, Andreas Christlein, Vincent |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_04592 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Smell and Emotion: Recognising emotions in smell-related artworks Patoliya, Vishal Zinnen, Mathias Maier, Andreas Christlein, Vincent Computer Vision and Pattern Recognition 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. |
| title | Smell and Emotion: Recognising emotions in smell-related artworks |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2407.04592 |