Facial expression recognition through muscle synergies and estimation of facial keypoint displacements through a skin-musculoskeletal model using facial sEMG signals

Facial expression recognition through muscle synergies and estimation of facial keypoint displacements through a skin-musculoskeletal model using facial sEMG signals

The development of facial expression recognition (FER) and facial expression generation (FEG) systems is essential to enhance human-robot interactions (HRI). The facial action coding system is widely used in FER and FEG tasks, as it offers a framework to relate the action of facial muscles and the r...

Full description

Saved in:
Bibliographic Details
Main Authors: Lun Shu, Victor R. Barradas, Zixuan Qin, Yasuharu Koike
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
facial expression recognition
sEMG
muscle synergy
musculoskeletal model
facial keypoints estimation
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2025.1490919/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items