Gait & postureHumansMachine LearningEmotionsBiomechanical PhenomenaMale
Emotion classification using gait biomechanics and machine learning.
Angeloh Stout, Justin Macneal Cadenhead, Mrigank Maharana, Ashley Guzman, Macie Kauffman, Katherine G Brown, Shuo-Hsiu Chang, Yen-Chi Le, Jessica Lee, Gu Eon Kang
Published: 202610.1016/j.gaitpost.2025.110055
Abstract
BACKGROUND: Emerging research suggests that emotions alter the way people walk, suggesting gait data may serve as a potential source for emotion recognition. Compared to traditional modalities (i.e., facial expressions, speech), gait-based emotion de…
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