Recent progress on tactile object recognition

H Liu, Y Wu, F Sun, D Guo - International Journal of …, 2017 - journals.sagepub.com
Conventional visual perception technology is subject to many restrictions, such as
illumination, background clutter, and occlusion. Many intrinsic properties of objects, like …

Robust proprioceptive gras** with a soft robot hand

BS Homberg, RK Katzschmann, MR Dogar, D Rus - Autonomous robots, 2019 - Springer
This work presents a soft hand capable of robustly gras** and identifying objects based
on internal state measurements along with a combined system which autonomously …

Single-grasp object classification and feature extraction with simple robot hands and tactile sensors

AJ Spiers, MV Liarokapis, B Calli… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Classical robotic approaches to tactile object identification often involve rigid mechanical
grippers, dense sensor arrays, and exploratory procedures (EPs). Though EPs are a natural …

A novel dynamic-vision-based approach for tactile sensing applications

FB Naeini, AM AlAli, R Al-Husari, A Rigi… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In this paper, a novel vision-based measurement (VBM) approach is proposed to estimate
the contact force and classify materials in a single grasp. This approach is the first event …

Robust tactile descriptors for discriminating objects from textural properties via artificial robotic skin

M Kaboli, G Cheng - IEEE Transactions on Robotics, 2018 - ieeexplore.ieee.org
In this paper, we propose a set of novel tactile descriptors to enable robotic systems to
extract robust tactile information during tactile object explorations, regardless of the number …

Tactile-based active object discrimination and target object search in an unknown workspace

M Kaboli, K Yao, D Feng, G Cheng - Autonomous Robots, 2019 - Springer
The tasks of exploring unknown workspaces and recognizing objects based on their
physical properties are challenging for autonomous robots. In this paper, we present …

[HTML][HTML] Online active and dynamic object shape exploration with a multi-fingered robotic hand

F Khadivar, K Yao, X Gao, A Billard - Robotics and Autonomous Systems, 2023 - Elsevier
The sense of touch can provide a robot with a wealth of information about the contact region
when interacting with an unknown environment. Nevertheless, utilizing touch information to …

Model-free precise in-hand manipulation with a 3d-printed tactile gripper

B Ward-Cherrier, N Rojas… - IEEE Robotics and …, 2017 - ieeexplore.ieee.org
The use of tactile feedback for precision manipulation in robotics still lags far behind human
capabilities. This study has two principal aims: 1) to demonstrate in-hand reorientation of …

Deep-learning-based object classification of tactile robot hand for smart factory

D Wang, Y Teng, J Peng, J Zhao, P Wang - Applied Intelligence, 2023 - Springer
Object classification based on tactile perception plays an essential role in robot
manipulation process, as it serves for decision-making for the the downstream manipulation …

Tactile manipulation with a TacThumb integrated on the open-hand M2 gripper

B Ward-Cherrier, L Cramphorn… - IEEE Robotics and …, 2016 - ieeexplore.ieee.org
Tactile manipulation will be essential for automating industrial and service tasks currently
done by humans. However, the application of tactile feedback to dexterous manipulation …