Human Activity Recognition (HAR) in Smart Homes

Damien Bouchabou (1, 2, 3) , Christophe Lohr (1, 2, 4) , Ioannis Kanellos (1, 2) , Sao Mai Nguyen (1, 2)

1 IMT Atlantique - INFO - Département Informatique
2 Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
3 Delta Dore
4 Lab-STICC_ENIB_CID_IHSEV

Generally, Human Activity Recognition (HAR) consists of monitoring and analyzing the behavior of one or more persons in order to deduce their activity. In a smart home context, the HAR consists of monitoring daily activities of the residents. Thanks to this monitoring, a smart home can offer home assistance services to improve quality of life, autonomy and health of their residents, especially for elderly and dependent people.

Mots clés: opportunities; challenges; HAR; challenges opportunities; taxonomies; ambient assisting living; smart home; deep learning; human activity recognition; survey

Domaines: Intelligence artificielle [cs.AI]

Damien Bouchabou, Christophe Lohr, Ioannis Kanellos, Sao Mai Nguyen. Human Activity Recognition (HAR) in Smart Homes. 2021, https://encyclopedia.pub/17108. ⟨hal-03436948⟩