Robotic tactile perception of object properties: A review

S Luo, J Bimbo, R Dahiya, H Liu - Mechatronics, 2017 - Elsevier
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 …

A review of robot learning for manipulation: Challenges, representations, and algorithms

O Kroemer, S Niekum, G Konidaris - Journal of machine learning research, 2021 - jmlr.org
A key challenge in intelligent robotics is creating robots that are capable of directly
interacting with the world around them to achieve their goals. The last decade has seen …

Challenges and outlook in robotic manipulation of deformable objects

J Zhu, A Cherubini, C Dune… - IEEE Robotics & …, 2022 - ieeexplore.ieee.org
Deformable object manipulation (DOM) is an emerging research problem in robotics. The
ability to manipulate deformable objects endows robots with higher autonomy and promises …

An artificial sensory neuron with visual-haptic fusion

C Wan, P Cai, X Guo, M Wang, N Matsuhisa… - Nature …, 2020 - nature.com
Human behaviors are extremely sophisticated, relying on the adaptive, plastic and event-
driven network of sensory neurons. Such neuronal system analyzes multiple sensory cues …

Visual affordance and function understanding: A survey

M Hassanin, S Khan, M Tahtali - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Nowadays, robots are dominating the manufacturing, entertainment, and healthcare
industries. Robot vision aims to equip robots with the capabilities to discover information …

Vitac: Feature sharing between vision and tactile sensing for cloth texture recognition

S Luo, W Yuan, E Adelson, AG Cohn… - … on Robotics and …, 2018 - ieeexplore.ieee.org
Vision and touch are two of the important sensing modalities for humans and they offer
complementary information for sensing the environment. Robots could also benefit from …

Visuo-haptic object perception for robots: an overview

N Navarro-Guerrero, S Toprak, J Josifovski… - Autonomous …, 2023 - Springer
The object perception capabilities of humans are impressive, and this becomes even more
evident when trying to develop solutions with a similar proficiency in autonomous robots …

Understanding dynamic tactile sensing for liquid property estimation

HJ Huang, X Guo, W Yuan - arXiv preprint arXiv:2205.08771, 2022 - arxiv.org
Humans perceive the world by interacting with objects, which often happens in a dynamic
way. For example, a human would shake a bottle to guess its content. However, it remains a …

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 …

A transfer learning approach to cross-modal object recognition: from visual observation to robotic haptic exploration

P Falco, S Lu, C Natale, S Pirozzi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we introduce the problem of cross-modal visuo-tactile object recognition with
robotic active exploration. With this term, we mean that the robot observes a set of objects …