AI-Driven Privacy in Elderly Care: Developing a Comprehensive Solution for Camera-Based Monitoring of Older Adults

CY Wang, FS Lin - Applied Sciences, 2024 - mdpi.com
Featured Application An artificial intelligence-driven elderly monitoring system that
preserves the visual privacy of the subjects under surveillance while providing essential …

“I Don't Want to Become a Number'': Examining Different Stakeholder Perspectives on a Video-Based Monitoring System for Senior Care with Inherent Privacy …

T Mujirishvili, A Fedosov, K Hashemifard… - Proceedings of the CHI …, 2024 - dl.acm.org
Active and Assisted Living (AAL) technologies aim to enhance the quality of life of older
adults and promote successful aging. While video-based AAL solutions offer rich capabilities …

Privacy Preserving Elder Fall Detection Using Deep Learning

F Iftikhar, MF Khan, G Wang, F Wahid - International Conference on …, 2023 - Springer
Falls are among the most challenging issues for the elderly community because these
indicate frailty and chronic health impairment in senior citizens. As the rate of unexpected …

A Holistic Approach to Elderly Safety: Sensor Fusion, Fall Detection, and Privacy-Preserving Techniques

H Nguyen, TG Mai, M Nguyen - Pacific-Rim Symposium on Image and …, 2023 - Springer
In light of the rising need for elderly care, this paper introduces a comprehensive integrated
system centered on ensuring the safety of solitary senior individuals, leveraging the …

Privacy Preserving Elder Fall Detection Using Deep Learning

F Wahid - … Security: Third International Conference, UbiSec 2023 …, 2024 - books.google.com
Falls are among the most challenging issues for the elderly community because these
indicate frailty and chronic health impairment in senior citizens. As the rate of unexpected …

Smarter Aging: Developing A Foundational Elderly Activity Monitoring System with AI and GUI Interface

Y Htet, TT Zin, P Tin, H Tamura, K Kondo… - IEEE …, 2024 - ieeexplore.ieee.org
The global rise in the elderly population, which presents challenges to healthcare systems
owing to labor shortages in caregiving facilities, necessitates innovative solutions for elderly …

[PDF][PDF] A Dynamic Blurring Approach with EfficientNet and LSTM to Enhance Privacy in Video-Based Elderly Fall Detection

I Ursul, JH Muzamal - 2024 - ceur-ws.org
This research paper introduces a novel approach to address privacy concerns in video-
based elderly fall detection systems without compromising such technologies' efficacy and …

Accurate fall detection in a top view privacy preserving configuration

M Ricciuti, S Spinsante, E Gambi - Sensors, 2018 - mdpi.com
Fall detection is one of the most investigated themes in the research on assistive solutions
for aged people. In particular, a false-alarm-free discrimination between falls and non-falls is …

Somebody is watching me? Analyzing privacy preferences in using visual AAL technology considering human-, technology-, and context-related factors

J Offermann, C Maidhof, M Ziefle - Universal Access in the Information …, 2023 - Springer
Changing age structures, increasing demands for care, and personnel shortages require
innovative approaches to enable support for older and frail people in their everyday life …

Privacy preserving automatic fall detection for elderly using RGBD cameras

C Zhang, Y Tian, E Capezuti - … Helping People with Special Needs: 13th …, 2012 - Springer
In this paper, we propose a new privacy preserving automatic fall detection method to
facilitate the independence of older adults living in the community, reduce risks, and …