Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity.

Facial expressions are fundamental to interpersonal communication, including social interaction, and allow people of different ages, cultures, and languages to quickly and reliably convey emotional information. Historically, facial expression research has followed from discrete emotion theories, whi...

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Bibliographic Details
Main Authors: Nathaniel Haines, Matthew W Southward, Jennifer S Cheavens, Theodore Beauchaine, Woo-Young Ahn
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0211735