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Elder emotion classification through multimodal fusion of intermediate layers and cross-modal transfer learning

The objective of the work is to develop an automated emotion recognition system specifically targeted to elderly people. A multi-modal system is developed which has integrated information from audio and video modalities. The database selected for experiments is ElderReact, which contains 1323 video...

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Detalles Bibliográficos
Autores principales: Sreevidya, P., Veni, S., Ramana Murthy, O. V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763433/
https://www.ncbi.nlm.nih.gov/pubmed/35069919
http://dx.doi.org/10.1007/s11760-021-02079-x