Review of machine learning methods in soft robotics
Soft robots have been extensively researched due to their flexible, deformable, and adaptive
characteristics. However, compared to rigid robots, soft robots have issues in modeling …
characteristics. However, compared to rigid robots, soft robots have issues in modeling …
Gelsight: High-resolution robot tactile sensors for estimating geometry and force
Tactile sensing is an important perception mode for robots, but the existing tactile
technologies have multiple limitations. What kind of tactile information robots need, and how …
technologies have multiple limitations. What kind of tactile information robots need, and how …
Biomimetic bimodal haptic perception using triboelectric effect
Multimodal haptic perception is essential for enhancing perceptual experiences in
augmented reality applications. To date, several artificial tactile interfaces have been …
augmented reality applications. To date, several artificial tactile interfaces have been …
Binding touch to everything: Learning unified multimodal tactile representations
The ability to associate touch with other modalities has huge implications for humans and
computational systems. However multimodal learning with touch remains challenging due to …
computational systems. However multimodal learning with touch remains challenging due to …
Generating visual scenes from touch
An emerging line of work has sought to generate plausible imagery from touch. Existing
approaches, however, tackle only narrow aspects of the visuo-tactile synthesis problem, and …
approaches, however, tackle only narrow aspects of the visuo-tactile synthesis problem, and …
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 …
More than a feeling: Learning to grasp and regrasp using vision and touch
For humans, the process of grasping an object relies heavily on rich tactile feedback. Most
recent robotic grasping work, however, has been based only on visual input, and thus …
recent robotic grasping work, however, has been based only on visual input, and thus …
Soft biomimetic optical tactile sensing with the TacTip: A review
NF Lepora - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Reproducing the capabilities of the human sense of touch in machines is an important step
in enabling robot manipulation to have the ease of human dexterity. A combination of robotic …
in enabling robot manipulation to have the ease of human dexterity. A combination of robotic …
Hardware technology of vision-based tactile sensor: A review
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 …
perception. The VBTS consists of a contact module, an illumination module, and a camera …
Novel tactile sensor technology and smart tactile sensing systems: A review
During the last decades, smart tactile sensing systems based on different sensing
techniques have been developed due to their high potential in industry and biomedical …
techniques have been developed due to their high potential in industry and biomedical …