A Deep Learning Human Activity Recognition Framework for Socially Assistive Robots to Support Reablement of Older Adults

Fraser Robinson,Goldie Nejat,Fraser Robinson,Goldie Nejat

Many older adults prefer to stay in their own homes and age-in-place. However, physical and cognitive limitations in independently completing activities of daily living (ADLs) requires older adults to receive assistive support, often necessitating transitioning to care centers. In this paper, we present the development of a novel deep learning human activity recognition and classification architec...