Elderly, Their Emotions and Deep Learning Techniques to Help Their Dignified and Positive Aging

Sixto Enrique Campaña Bastidas, Abel Méndez Porras, Ana Perandrés Gómez, Irene Moral García, Lucia González

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

All people in the world age, it is part of the life cycle, the important thing is to understand that it can be done in a dignified and positive way, as proposed by the Ageing Lab Foundation in its EDP model, therefore in the era of the fourth revolution Industrial (4RI), it is essential to have tools that allow us to understand how well older people are at this stage of life, to know if their emotions represent an affable state, or on the contrary indicate symptoms that something is not right. Due to the foregoing, this document presents a first approach to the technologies that have been applied to detect emotions in older people and the way in which tools such as Deep Learning of Artificial Intelligence can help in the process, in order to propose the development of an application that helps in the detection of emotions, but based on an evaluation of some existing algorithms and manual analysis processes, the initial result is a state of the art of technologies applied to the recognition of emotions, mainly in older people, as well such as the evaluation of some algorithms developed and programmed in the Python language and applied to some videos for free use on the Internet, which set the tone and path for the proposal that is being improved in the work with the Fundación Ageing Lab of Spain, the TEC of Costa Rica and the UNAD of Colombia.

Idioma originalInglés
Título de la publicación alojadaProceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022
EditoresJosé Bravo, Sergio Ochoa, Jesús Favela
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas221-233
Número de páginas13
ISBN (versión impresa)9783031213328
DOI
EstadoPublicada - 2023
Evento14th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022 - Córdoba, Espana
Duración: 29 nov 20222 dic 2022

Serie de la publicación

NombreLecture Notes in Networks and Systems
Volumen594 LNNS
ISSN (versión impresa)2367-3370
ISSN (versión digital)2367-3389

Conferencia

Conferencia14th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2022
País/TerritorioEspana
CiudadCórdoba
Período29/11/222/12/22

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