Transfer Learning of Human Activities based on IMU Sensors: A Review

S Ashry, S Das, M Rafiei, J Baumbach… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
This systematic review comprehensively scrutinizes transfer learning methods applied to
Human Activity Recognition (HAR) using Inertial Measurement Unit (IMU) data. Our …

Exploring the Impact of the NULL Class on In-the-Wild Human Activity Recognition

J Cherian, S Ray, P Taele, JI Koh, T Hammond - Sensors, 2024 - mdpi.com
Monitoring activities of daily living (ADLs) plays an important role in measuring and
responding to a person's ability to manage their basic physical needs. Effective recognition …

A Step Toward Better Care: Understanding What Caregivers and Residents in Assisted Living Facilities Value in Health Monitoring Systems

J Cherian, S Ray, T Mernar, P Taele, H Mach… - Proceedings of the …, 2024 - dl.acm.org
The past several decades have seen significant advances in monitoring older adults' health
and well-being. However, creating viable, practical monitoring systems for informing …

Multi-modal Atmospheric Sensing to Augment Wearable IMU-Based Hand Washing Detection

R Burchard, K Van Laerhoven - Sensor-Based Activity …, 2024 - books.google.com
Hand washing is a crucial part of personal hygiene. Hand washing detection is a relevant
topic for wearable sensing with applica-tions in the medical and professional fields. Hand …

[PDF][PDF] Usability of intelligent assistive technology used by people with dementia and their caregivers

K Dečman - 2024 - is.ijs.si
Intelligent assistive technology with context-aware computing and artificial intelligence can
be applied to assist a person with dementia and their caregivers with activities of daily living …