← Search

Junhwan Choi

3 accepted papers

2025

Subject-Embedded Vision Transformer with Transfer Learning for Cross-Subject Dynamic Hand Gesture Recognition Using HD-sEMG

IROS 2025

Hand gesture recognition (HGR) is crucial in developing advanced prosthetics, neurorobotics, and human-robot interaction (HRI). Surface electromyography (sEMG) and high-density sEMG (HD-sEMG) have gained attention for their ability to capture the muscle activity underlying hand gestures. Although ma

Cited by 0SourceScholar
2025

Wearable Soft Sensing Band with Stretchable Sensors for Torque Estimation and Hand Gesture Recognition

ICRA 2025

This paper presents a wearable soft sensing band with stretchable sensors to monitorcle activity by estimating muscle volume changes. Unlike conventional surface electromyography (sEMG) sensing techniques, which require excessive pressure or adhesive electrodes, the proposed sensing method allows mu

Cited by 0SourceScholar
2020

Design of an Inflatable Wrinkle Actuator With Fast Inflation/Deflation Responses for Wearable Suits

RA-L 2020

In recent years, inflatable actuators have been widely used in wearable suits to assist humans who need help in moving their joints. Despite their lightweight and simple structure, they have long inflation and deflation times, which make their quick use difficult. To resolve this issue, we propose a

Cited by 26SourceScholar