ArticleScientific reports2021
Data-driven analysis of facial thermal responses and multimodal physiological consistency among subjects.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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4 citing papers in PubMed, 17 citations in OpenAlex.
- POF cardiorespiratory sensor combined with a thermal imaging temperature sensor for multimodal emotion recognition.Biomedical optics express · 2026Article
- Some Contributions from Embodied Cognition to Psychonarratology.Journal of psycholinguistic research · 2024Review
- Consistent movement of viewers' facial keypoints while watching emotionally evocative videos.PloS one · 2024Article
- Autonomic Regulation of Facial Temperature during Stress: A Cross-Mapping Analysis.Sensors (Basel, Switzerland) · 2023Article
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Facial infra-red imaging (IRI) is a contact-free technique complimenting the traditional psychophysiological measures to characterize physiological profile. However, its full potential in affective research is arguably unmet due to the analytical challenges it poses. Here we acquired facial IRI data, facial expressions and traditional physiological recordings (heart rate and skin conductance) from healthy human subjects whilst they viewed a 20-min-long unedited emotional movie. We present a novel application of motion correction and the results of spatial independent component analysis of the thermal data. Three distinct spatial components are recovered associated with the nose, the cheeks and respiration. We first benchmark this methodology against a traditional nose-tip region-of-interest based technique showing an expected similarity of signals extracted by these methods. We then show significant correlation of all the physiological responses across subjects, including the thermal signals, suggesting common dynamic shifts in emotional state induced by the movie. In sum, this study introduces an innovative approach to analyse facial IRI data and highlights the potential of thermal imaging to robustly capture emotion-related changes induced by ecological stimuli.
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