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 …

Artificial Skin Based on Visuo‐Tactile Sensing for 3D Shape Reconstruction: Material, Method, and Evaluation

S Zhang, Y Yang, Y Sun, N Liu, F Sun… - Advanced Functional …, 2025 - Wiley Online Library
Artificial skin has shown great potential in robot perception and human healthcare. It
provides multifunctional tactile sensing, including 3D shape reconstruction, contact …

Digitac: A digit-tactip hybrid tactile sensor for comparing low-cost high-resolution robot touch

NF Lepora, Y Lin, B Money-Coomes… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Deep learning combined with high-resolution tactile sensing could lead to highly capable
dexterous robots. However, progress is slow because of the specialist equipment and …

Maniwav: Learning robot manipulation from in-the-wild audio-visual data

Z Liu, C Chi, E Cousineau, N Kuppuswamy… - … Conference on Robot …, 2024 - openreview.net
Audio signals provide rich information for the robot interaction and object properties through
contact. These information can surprisingly ease the learning of contact-rich robot …

L F-TOUCH: A Wireless GelSight with Decoupled Tactile and Three-axis Force Sensing

W Li, M Wang, J Li, Y Su, DK Jha, X Qian… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
GelSight sensors that estimate contact geometry and force by reconstructing the deformation
of their soft elastomer from images would yield poor force measurements when the …

9dtact: A compact vision-based tactile sensor for accurate 3d shape reconstruction and generalizable 6d force estimation

C Lin, H Zhang, J Xu, L Wu, H Xu - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
The advancements in vision-based tactile sensors have boosted the aptitude of robots to
perform contact-rich manipulation, particularly when precise positioning and contact state of …

[HTML][HTML] Implementing monocular visual-tactile sensors for robust manipulation

R Li, B Peng - Cyborg and Bionic Systems, 2022 - spj.science.org
Tactile sensing is an essential capability for robots performing manipulation tasks. In this
paper, we introduce a framework to build a monocular visual-tactile sensor for robotic …

PFS 1.0: A development tool applied to vision-based tactile sensor process formulation and fabrication

S Zhang, Y Sun, F Sun, Y Yang, B Fang - Sensors and Actuators A …, 2024 - Elsevier
Vision-based tactile sensors (VBTS) have gradually garnered attention for their high
performance. However, there is a lack of detailed technology summaries and available tools …

Dtact: A vision-based tactile sensor that measures high-resolution 3d geometry directly from darkness

C Lin, Z Lin, S Wang, H Xu - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Vision-based tactile sensors that can measure 3D geometry of the contacting objects are
crucial for robots to perform dexterous manipulation tasks. However, the existing sensors are …

A wearable three-axis force sensor based on deep learning technology for plantar measurement

Q Zhang, R Yang, Q Duan, Y Zhao, Z Qian… - Chemical Engineering …, 2024 - Elsevier
A challenge in the measurement of plantar shear stress measurement is the absence of
wearable and comfortable monitoring devices. In this paper, a wearable three-axis force …