Robotics dexterous grasping: The methods based on point cloud and deep learning

H Duan, P Wang, Y Huang, G Xu, W Wei… - Frontiers in …, 2021 - frontiersin.org
Dexterous manipulation, especially dexterous grasping, is a primitive and crucial ability of
robots that allows the implementation of performing human-like behaviors. Deploying the …

Robotic perception of transparent objects: A review

J Jiang, G Cao, J Deng, TT Do… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Transparent object perception is a rapidly developing research problem in artificial
intelligence. The ability to perceive transparent objects enables robots to achieve higher …

A literature survey of how to convey transparency in co-located human–robot interaction

SY Schött, RM Amin, A Butz - Multimodal Technologies and Interaction, 2023 - mdpi.com
In human–robot interaction, transparency is essential to ensure that humans understand and
trust robots. Understanding is vital from an ethical perspective and benefits interaction, eg …

Visual–tactile fusion for transparent object grasping in complex backgrounds

S Li, H Yu, W Ding, H Liu, L Ye, C Xia… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The grasping of transparent objects is challenging but of significance to robots. In this article,
a visual–tactile fusion framework for transparent object grasping in complex backgrounds is …

Transnet: Category-level transparent object pose estimation

H Zhang, A Opipari, X Chen, J Zhu, Z Yu… - … on Computer Vision, 2022 - Springer
Transparent objects present multiple distinct challenges to visual perception systems. First,
their lack of distinguishing visual features makes transparent objects harder to detect and …

Glassloc: plenoptic grasp pose detection in transparent clutter

Z Zhou, T Pan, S Wu, H Chang… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
Transparent objects are prevalent across many environments of interest for dexterous
robotic manipulation. Such transparent material leads to considerable uncertainty for robot …

Tabletop transparent scene reconstruction via epipolar-guided optical flow with monocular depth completion prior

X Chen, Z Zhou, Z Deng… - 2023 IEEE-RAS …, 2023 - ieeexplore.ieee.org
Reconstructing transparent objects using affordable RGB-D cameras is a persistent
challenge in robotic perception due to inconsistent appearances across views in the RGB …

Lit: Light-field inference of transparency for refractive object localization

Z Zhou, X Chen, OC Jenkins - IEEE Robotics and Automation …, 2020 - ieeexplore.ieee.org
Translucency is prevalent in everyday scenes. As such, perception of transparent objects is
essential for robots to perform manipulation. Compared with texture-rich or texture-less …

Elephants don't pack groceries: robot task planning for low entropy belief states

A Adu-Bredu, Z Zeng, N Pusalkar… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Recent advances in computational perception have significantly improved the ability of
autonomous robots to perform state estimation with low entropy. Such advances motivate a …

TransNet: Transparent Object Manipulation Through Category-Level Pose Estimation

H Zhang, A Opipari, X Chen, J Zhu, Z Yu… - arXiv preprint arXiv …, 2023 - arxiv.org
Transparent objects present multiple distinct challenges to visual perception systems. First,
their lack of distinguishing visual features makes transparent objects harder to detect and …