Tactile sensing in dexterous robot hands
Tactile sensing is an essential element of autonomous dexterous robot hand manipulation. It
provides information about forces of interaction and surface properties at points of contact …
provides information about forces of interaction and surface properties at points of contact …
Robotic tactile perception of object properties: A review
Touch sensing can help robots understand their surrounding environment, and in particular
the objects they interact with. To this end, roboticists have, in the last few decades …
the objects they interact with. To this end, roboticists have, in the last few decades …
Object recognition using tactile measurements: Kernel sparse coding methods
Dexterous robots have emerged in the last decade in response to the need for fine-motor-
control assistance in applications as diverse as surgery, undersea welding, and mechanical …
control assistance in applications as diverse as surgery, undersea welding, and mechanical …
CNN-based methods for object recognition with high-resolution tactile sensors
Novel high-resolution pressure-sensor arrays allow treating pressure readings as standard
images. Computer vision algorithms and methods such as convolutional neural networks …
images. Computer vision algorithms and methods such as convolutional neural networks …
Novel tactile-sift descriptor for object shape recognition
Using a tactile array sensor to recognize an object often requires multiple touches at
different positions. This process is prone to move or rotate the object, which inevitably …
different positions. This process is prone to move or rotate the object, which inevitably …
Extreme kernel sparse learning for tactile object recognition
Tactile sensors play very important role for robot perception in the dynamic or unknown
environment. However, the tactile object recognition exhibits great challenges in practical …
environment. However, the tactile object recognition exhibits great challenges in practical …
Iterative closest labeled point for tactile object shape recognition
Tactile data and kinesthetic cues are two important sensing sources in robot object
recognition and are complementary to each other. In this paper, we propose a novel …
recognition and are complementary to each other. In this paper, we propose a novel …
Extended tactile perception: Vibration sensing through tools and grasped objects
T Taunyazov, LS Song, E Lim, HH See… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Humans display the remarkable ability to sense the world through tools and other held
objects. For example, we are able to pinpoint impact locations on a held rod and tell apart …
objects. For example, we are able to pinpoint impact locations on a held rod and tell apart …
Neuromorphic tactile edge orientation classification in an unsupervised spiking neural network
Dexterous manipulation in robotic hands relies on an accurate sense of artificial touch. Here
we investigate neuromorphic tactile sensation with an event-based optical tactile sensor …
we investigate neuromorphic tactile sensation with an event-based optical tactile sensor …
Localizing the object contact through matching tactile features with visual map
This paper presents a novel framework for integration of vision and tactile sensing by
localizing tactile readings in a visual object map. Intuitively, there are some …
localizing tactile readings in a visual object map. Intuitively, there are some …