Facial obstructions and baseline correction shape affective computing’s detection of emotion–behavior relationships
Results indicate that AC can capture prominent emotion-behavior relationships comparable to EMG and SR when recording conditions are optimal, but accuracy is reduced by facial obstructions and enhanced by baseline correction. These methodological factors are critical to consider in multimodal studies and research linking emotions to behavior.
Authors
- Vladimir Kosonogov (ORCID: https://orcid.org/0000-0002-0469-4818)
- Anna Shepelenko
- Anna N. Shestakova
Institutions
- National Research University Higher School of Economics (RU)
- Horse Hospital (GB)
Publication Details
- Journal
- Frontiers in Psychology
- Published
- 2026-02-12
- DOI
- https://doi.org/10.3389/fpsyg.2026.1713462
- Primary Topic
- Emotion and Mood Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Research University Higher School of Economics