Study on emotion recognition bias in different regional groups.

ABSTRACT: Human-machine communication can be substantially enhanced by the inclusion of high-quality real-time recognition of spontaneous human emotional expressions. However, successful recognition of such expressions can be negatively impacted by factors such as sudden variations of lighting, or intentional obfuscation. Reliable recognition can be more substantively impeded due to the observation that the presentation and meaning of emotional expressions can vary significantly based on the culture of the expressor and the environment within which the emotions are expressed. As an example, an emotion recognition model trained on a regionally-specific database collected from North America might fail to recognize standard emotional expressions from another region, such as East Asia. To address the pr

SUBMITTER: Lukac M 

PROVIDER: S-EPMC10209154 | biostudies-literature | 2023 May

REPOSITORIES: biostudies-literature