6 citations · 6 across the 6 of their papers we have counts for
6 papers
Privacy-Preserving Industrial Ergonomics: mmWave-Based Automated REBA Scoring and Pose Estimation
Xuhan Zhang, Zhuangzhuang Dai, Luis J. Mans +1
Work-related Musculoskeletal Disorders (WMSDs) require continuous ergonomic assessments. While Rapid Entire Body Assessment (REBA) is a gold-standard observation tool, manual monit…
Floor Plan-Agnostic Detection of Gait Speed Drifts Using Ambient Sensors
Marina Vicini, Martin Rudorfer, Zhuangzhuang Dai +2
Gait speed is a vital health indicator for older adults, as changes in gait speed can reflect physiological and functional decline. Ambient sensors offer a promising, privacy-prese…
Integrating Temporal Context into Streaming Data for Human Activity Recognition in Smart Home
Marina Vicini, Martin Rudorfer, Zhuangzhuang Dai +1
With the global population ageing, it is crucial to enable individuals to live independently and safely in their homes. Using ubiquitous sensors such as Passive InfraRed sensors (P…
Enhanced Sparse Point Cloud Data Processing for Privacy-aware Human Action Recognition
Maimunatu Tunau, Vincent Gbouna Zakka, Zhuangzhuang Dai
Human Action Recognition (HAR) plays a crucial role in healthcare, fitness tracking, and ambient assisted living technologies. While traditional vision based HAR systems are effect…
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition
Vincent Gbouna Zakka, Luis J. Manso, Zhuangzhuang Dai
Human activity recognition is increasingly vital for supporting independent living, particularly for the elderly and those in need of assistance. Domestic service robots with monit…
Action Recognition in Real-World Ambient Assisted Living Environment
Vincent Gbouna Zakka, Zhuangzhuang Dai, Luis J. Manso
The growing ageing population and their preference to maintain independence by living in their own homes require proactive strategies to ensure safety and support. Ambient Assisted…