A novel Large Benchmark Dataset FACES: Facial Analysis Collection for Emotional States.
Our FACES recruited 11,427 healthy schoolchild, with their scale DASS-21 and Facial Video. To the best of our knowledge, this is the largest Audio-Visual dataset with a strict and standard acquisition process. Thank for the OpenFace 2.0, we extract comprehensive features.
@article{xu2024faces,
title={Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents},
author={Xu, Xiao and Zhou, Keyin and Zhang, Yan and Wang, Yang and Wang, Fei and Zhang, Xizhe},
journal={arXiv preprint arXiv:2405.20072},
year={2024}
}