Guebin Hwang

Korea Institute of Science and Technology

Papers

Total Citations

H-Index

About

Dr. Guebin Hwang is a pioneering roboticist whose work sits at the intersection of medical robotics, computer vision, and autonomous control. His most notable contribution is the development of a visual servo control framework for fully automated COVID-19 nasopharyngeal swab sampling robots. In this landmark 2022 study, Hwang integrated deep learning-based nostril detection with a cascade approach to achieve high-accuracy, real-time identification of target anatomy. This work directly addressed a critical need during the pandemic by enabling safer, more consistent sample collection while reducing healthcare worker exposure. The paper, which has garnered 6 citations, exemplifies Hwang’s ability to translate cutting-edge AI and control theory into practical, life-saving medical devices. His research is characterized by a rigorous focus on real-world deployment, combining robust perception algorithms with precise motion planning to handle the variability of human anatomy. By bridging the gap between advanced robotics and clinical necessity, Hwang has established himself as a key innovator in the field of medical robotics, with his work laying the groundwork for the next generation of autonomous surgical and diagnostic systems.