Smell and Emotion: Recognising Emotions in Smell-Related Artworks

Patoliya V, Zinnen M, Maier A, Christlein V (2024)

Publication Type: Conference contribution, Abstract of lecture

Publication year: 2024

Event location: Arlington, VA US

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.

Authors with CRIS profile

Mathias Zinnen Lehrstuhl für Informatik 5 (Mustererkennung) Andreas Maier Lehrstuhl für Informatik 5 (Mustererkennung) Vincent Christlein Lehrstuhl für Informatik 5 (Mustererkennung)

How to cite

APA:

Patoliya, V., Zinnen, M., Maier, A., & Christlein, V. (2024, August). Smell and Emotion: Recognising Emotions in Smell-Related Artworks. Paper presentation at Digital Humanities Conference 2024, Arlington, VA, US.

MLA:

Patoliya, Vishal, et al. "Smell and Emotion: Recognising Emotions in Smell-Related Artworks." Presented at Digital Humanities Conference 2024, Arlington, VA 2024.

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