18 citations · 27 across the 7 of their papers we have counts for
7 papers · 1 filter
MagiClaw: A Dual-Use, Vision-Based Soft Gripper for Bridging the Human Demonstration to Robotic Deployment Gap
Tianyu Wu, Xudong Han, Haoran Sun +4
The transfer of manipulation skills from human demonstration to robotic execution is often hindered by a "domain gap" in sensing and morphology. This paper introduces MagiClaw, a v…
On Flange-based 3D Hand-Eye Calibration for Soft Robotic Tactile Welding
Xudong Han, Ning Guo, Yu Jie +3
This paper investigates the direct application of standardized designs on the robot for conducting robot hand-eye calibration by employing 3D scanners with collaborative robots. Th…
Proprioceptive State Estimation for Amphibious Tactile Sensing
Ning Guo, Xudong Han, Shuqiao Zhong +5
This paper presents a novel vision-based proprioception approach for a soft robotic finger that can estimate and reconstruct tactile interactions in both terrestrial and aquatic en…
Autoencoding a Soft Touch to Learn Grasping from On-land to Underwater
Ning Guo, Xudong Han, Xiaobo Liu +6
Robots play a critical role as the physical agent of human operators in exploring the ocean. However, it remains challenging to grasp objects reliably while fully submerging under…
Proprioceptive Learning with Soft Polyhedral Networks
Xiaobo Liu, Xudong Han, Wei Hong +2
Proprioception is the "sixth sense" that detects limb postures with motor neurons. It requires a natural integration between the musculoskeletal systems and sensory receptors, whic…
Learning-based Optoelectronically Innervated Tactile Finger for Rigid-Soft Interactive Grasping
Linhan Yang, Xudong Han, Weijie Guo +3
This paper presents a novel design of a soft tactile finger with omni-directional adaptation using multi-channel optical fibers for rigid-soft interactive grasping. Machine learnin…