Kyoung Ok Yang
Papers
1
Total Citations
5
H-Index
1
About
Kyoung Ok Yang is a leading researcher in privacy-preserving human activity recognition (HAR), with a focus on developing datasets and sensing systems that protect individual privacy while enabling robust action detection. Her most cited work introduces the Human Daily Indoor Action (HDIA) dataset, a novel resource that leverages infrared cameras and wearable armband sensors to capture human movements without the privacy risks associated with traditional RGB cameras. This dataset addresses a critical gap in HAR research, as most existing datasets rely on visually intrusive methods or are limited to controlled, laboratory settings. By combining thermal imaging with physiological sensing, Yang enables accurate recognition of daily indoor activities—particularly valuable for healthcare monitoring and elderly support applications. Her contributions have garnered early recognition, with her HDIA paper accumulating 5 citations since its 2025 publication. Yang’s work stands out for its practical, ethical approach to HAR, offering a scalable solution for smart homes and assistive robotics. Her research not only advances the technical frontier of activity recognition but also prioritizes user privacy, making her a notable figure in the growing field of responsible AI and human-centered computing.
Research Focus
Key Achievements
Top Papers
- 1