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Zhenzhi. Ying

3 accepted papers

2026

Precise Hand-Arm Teleoperation of Dexterous Robotic Manipulator via Markerless Vision and High Density sEMG Fusion

RA-L 2026

Teleoperation is crucial for robots in human-robot interaction and collaboration. It requires multi-scale human movement intention mapping in a natural and precise way to complete tasks. However, current human intention mapping methods for human-robot interface based only on vision or physiological

Cited by 1SourceScholar
2024

Real-time Dexterous Prosthesis Hand Control by Decoding Neural Information Based on EMG Decomposition

ICRA 2024poster

The vague interpretation of myoelectrical signals on the residual limb end makes restoring dexterous hand function in amputees still impossible. Understanding motor control between human motion intention and synaptic inputs to motor neurons also remains a significant challenge. The neural decoding m…

Cited by 1SourceScholar
2022

Simultaneous Gesture Classification and Speed Control for Myoelectric Prosthetic Hand Using Joint-Loss Neural Network

IROS 2022poster

Gesture classification and motion speed regression are always two major issues in myoelectrical prosthetic hand research. However, there is little research considering these two issues in conjunction. Some shared EMG feature information in these two processing tasks is promising to improve the perfo…

Cited by 1SourceScholar