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Facial electromyogram-based emotion recognition for virtual reality applications using machine learning classifiers trained on posed expressions

Published Online: 2025-05-03

Published Print: 2025-07

Authors

Kim, Jung-Hwan

Cha, Ho-Seung

Im, Chang-Hwan https://orcid.org/0000-0003-3795-3318
Funding

Funding for this research was provided by:

National Research Foundation of Korea (RS-2024-00397673, RS-2024-00348497)

Institute for Information and Communications Technology Promotion (RS-2024-00336673)
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Text and Data Mining valid from 2025-05-03

Version of Record valid from 2025-05-03
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Article History

Received: 21 January 2025

Revised: 18 March 2025

Accepted: 19 April 2025

First Online: 3 May 2025

Declarations

:

: The authors declare that there are no conflicts of interest regarding the publication of this paper.

: The experimental protocol was approved by the Institutional Review Board (IRB) of Hanyang University, Republic of Korea (IRB HYI-2019-11-007-3).

: All participants signed a written consent after being informed of the experimental protocol.

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