Cargando…

Teacher–student training and triplet loss to reduce the effect of drastic face occlusion: Application to emotion recognition, gender identification and age estimation

We study a series of recognition tasks in two realistic scenarios requiring the analysis of faces under strong occlusion. On the one hand, we aim to recognize facial expressions of people wearing virtual reality headsets. On the other hand, we aim to estimate the age and identify the gender of peopl...

Descripción completa

Detalles Bibliográficos
Autores principales: Georgescu, Mariana-Iuliana, Duţǎ, Georgian-Emilian, Ionescu, Radu Tudor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8693600/
https://www.ncbi.nlm.nih.gov/pubmed/34955610
http://dx.doi.org/10.1007/s00138-021-01270-x