Data-driven analysis of facial thermal responses and multimodal physiological consistency among subjects.

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-interes

SUBMITTER: Sonkusare S 

PROVIDER: S-EPMC8187483 | biostudies-literature | 2021 Jun

REPOSITORIES: biostudies-literature