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  4. Electronic Library for Commercially Usable Emotional Stimuli (EL-CUES): An Annotated Image Database for Emotion Induction validated in a German population
 
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2025
Journal Article
Title

Electronic Library for Commercially Usable Emotional Stimuli (EL-CUES): An Annotated Image Database for Emotion Induction validated in a German population

Abstract
Inducing specific emotional states in participants is a critical step in many behavioral experiments. Researchers often rely on databases that provide validated stimuli, such as images, for emotional elicitation. However, many of these databases have significant limitations, such as outdated image sets, lack of generalizability across different participant demographics, and a restriction to basic research settings, which complicates their use in commercial research and applied sciences. Here, we introduce the Electronic Library for Commercially Usable Emotional Stimuli (EL-CUES) - a stimulus database comprising 210 images annotated for valence, arousal, and basic emotions by 532 German raters, resulting in an average of 116 ratings per image. Based on these annotations, we grouped the images from the EL-CUES database into eight emotional response groups using k-means clustering. We provide a tool for selecting images tailored to specific individual characteristics, such as gender and age, and the desired emotional response. EL-CUES is available for research and commercial licensing, offering a new option for emotion induction in both basic and applied research with enhanced functionality compared to existing databases.
Author(s)
Engelhardt, Moritz
Friedrich-Alexander-Universität Erlangen-Nürnberg
Holzer, Nina
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Pahl, Jaspar
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Freiherr, Jessica  
Fraunhofer-Institut für Verfahrenstechnik und Verpackung
Journal
IEEE Transactions on Affective Computing
Funder
Bayerische Staatsministerium für Wirtschaft, Landesentwicklung und Energie
DOI
10.1109/TAFFC.2025.3570090
Language
English
Fraunhofer-Institut für Integrierte Schaltungen IIS  
Fraunhofer-Institut für Verfahrenstechnik und Verpackung
Keyword(s)
  • Affective computing

  • arousal

  • clustering

  • emotion

  • image databases

  • valence

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