5 citations · 8 across the 4 of their papers we have counts for
4 papers
DISCOVER: Identifying Patterns of Daily Living in Human Activities from Smart Home Data
Alexander Karpekov, Archith Iyer, Sourish Gunesh Dhekane +2
Smart homes equipped with ambient sensors offer a transformative approach to continuous health monitoring and assisted living. Traditional research in this domain primarily focuses…
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition
Zikang Leng, Hyeokhyen Kwon, Thomas Plötz
The development of robust, generalized models in human activity recognition (HAR) has been hindered by the scarcity of large-scale, labeled data sets. Recent work has shown that vi…
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data
Zikang Leng, Yash Jain, Hyeokhyen Kwon +1
Previous work has demonstrated that virtual accelerometry data, extracted from videos using cross-modality transfer approaches like IMUTube, is beneficial for training complex and…
Assessing the State of Self-Supervised Human Activity Recognition using Wearables
Harish Haresamudram, Irfan Essa, Thomas Plötz
The emergence of self-supervised learning in the field of wearables-based human activity recognition (HAR) has opened up opportunities to tackle the most pressing challenges in the…