← Search

Michael A Lin

6 accepted papers

2023

IndustReal: Transferring Contact-Rich Assembly Tasks from Simulation to Reality

RSS 2023poster

Robotic assembly is a longstanding challenge, requiring contact-rich interaction and high precision and accuracy. Many applications also require adaptivity to diverse parts, poses, and environments, as well as low cycle times. In other areas of robotics, simulation is a powerful tool to develop algo…

2022

Deep Learning Classification of Touch Gestures Using Distributed Normal and Shear Force

IROS 2022poster

When humans socially interact with another agent (e.g., human, pet, or robot) through touch, they do so by applying varying amounts of force with different directions, locations, contact areas, and durations. While previous work on touch gesture recognition has focused on the spatio-temporal distrib…

Cited by 13SourceScholar
2022

Whisker-Inspired Tactile Sensing for Contact Localization on Robot Manipulators

IROS 2022poster

Perceiving the environment through touch is important for robots to reach in cluttered environments, but devising a way to sense without disturbing objects is challenging. This work presents the design and modelling of whisker-inspired sensors that attach to the surface of a robot manipulator to sen…

Cited by 12SourceScholar
2021

A Stretchable Tactile Sleeve for Reaching Into Cluttered Spaces

RA-L 2021

We present a highly conformable stretchable sensory skin made of soft components. The skin uses low pressure pneumatic taxels and stretchable channels to conduct pressure signals to off-board micro-electromechanical systems (MEMS) pressure sensors. The force sensing range captures down to 0.01 N and

Cited by 10SourceScholar
2021

Exploratory Hand: Leveraging Safe Contact to Facilitate Manipulation in Cluttered Spaces

RA-L 2021

We present a new gripper and exploration approach that uses a finger with very low reflected inertia for probing and then grasping objects. The finger employs a transparent transmission, resulting in a light touch when contact occurs. The finger elements are stiff and mounted on precise Cartesian ax

Cited by 13SourceScholar
2018

HoloNeedle: Augmented Reality Guidance System for Needle Placement Investigating the Advantages of Three-Dimensional Needle Shape Reconstruction

RA-L 2018

Augmented reality (AR) systems have been proposed for medical needle procedures as alternatives to restore the physician's natural perspective and head motion parallax that are lost when using standard imaging methods. AR systems have assumed a rigid needle, but in practice, a needle can experience

Cited by 34SourceScholar