Hardware technology of vision-based tactile sensor: A review

S Zhang, Z Chen, Y Gao, W Wan, J Shan… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
A vision-based tactile sensor (VBTS) is an innovative optical sensor widely applied in robotic
perception. The VBTS consists of a contact module, an illumination module, and a camera …

Visuotactile sensors with emphasis on gelsight sensor: A review

AC Abad, A Ranasinghe - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
This review paper focuses on vision and touch-based sensors known as visuotactile. The
study of visuotactile sensation and perception became a multidisciplinary field of study by …

A soft thumb-sized vision-based sensor with accurate all-round force perception

H Sun, KJ Kuchenbecker, G Martius - Nature Machine Intelligence, 2022 - nature.com
Vision-based haptic sensors have emerged as a promising approach to robotic touch due to
affordable high-resolution cameras and successful computer vision techniques; however …

Gelslim 3.0: High-resolution measurement of shape, force and slip in a compact tactile-sensing finger

IH Taylor, S Dong, A Rodriguez - … International Conference on …, 2022 - ieeexplore.ieee.org
This work presents a new version of tactile-sensing finger, GelSlim 3.0, which integrates the
ability to sense high-resolution shape, force, and slip in a more compact form factor than …

Tacto: A fast, flexible, and open-source simulator for high-resolution vision-based tactile sensors

S Wang, M Lambeta, PW Chou… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Simulators perform an important role in prototyping, debugging, and benchmarking new
advances in robotics and learning for control. Although many physics engines exist, some …

Taxim: An example-based simulation model for gelsight tactile sensors

Z Si, W Yuan - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
Simulation is widely used in robotics for system verification and large-scale data collection.
However, simulating sensors, including tactile sensors, has been a long-standing challenge …

In-hand object localization using a novel high-resolution visuotactile sensor

S Cui, R Wang, J Hu, J Wei, S Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In-hand object localization and manipulation has always been a challenging task in robotic
community. In this article, we address this problem by vision-based tactile sensing with high …

Efficient tactile simulation with differentiability for robotic manipulation

J Xu, S Kim, T Chen, AR Garcia… - … on Robot Learning, 2023 - proceedings.mlr.press
Efficient simulation of tactile sensors can unlock new opportunities for learning tactile-based
manipulation policies in simulation and then transferring the learned policy to real systems …

Marker displacement method used in vision-based tactile sensors—From 2-D to 3-D: A review

M Li, T Li, Y Jiang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The vision-based tactile sensor has been proven to be a promising device for sensing tactile
information. Among such sensors, the marker displacement method (MDM) is the most …

Densetact: Optical tactile sensor for dense shape reconstruction

WK Do, M Kennedy - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Increasing the performance of tactile sensing in robots enables versatile, in-hand
manipulation. Vision-based tactile sensors have been widely used as rich tactile feedback …