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 …

Towards latent space based manipulation of elastic rods using autoencoder models and robust centerline extractions

J Qi, G Ma, P Zhou, H Zhang, Y Lyu… - Advanced …, 2022 - Taylor & Francis
The automatic shape control of deformable objects is a challenging (and currently hot)
manipulation problem due to their high-dimensional geometric features and complex …

Acousnet: A deep learning based approach to dynamic 3d holographic acoustic field generation from phased transducer array

C Zhong, Y Jia, DC Jeong, Y Guo… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Holographic acoustic field has shown great potential for non-contact robotic manipulations
of millimeter or sub-millimeter size objects to effectively deliver acoustic power. The latest …

Combining self-organizing and graph neural networks for modeling deformable objects in robotic manipulation

AJ Valencia, P Payeur - Frontiers in Robotics and AI, 2020 - frontiersin.org
Modeling deformable objects is an important preliminary step for performing robotic
manipulation tasks with more autonomy and dexterity. Currently, generalization capabilities …

Optical fiber shape reconstruction algorithm based on 3D Euler spiral model

Y Tian, S Zhu, C Duan, T Tan, D Mu… - Measurement …, 2024 - iopscience.iop.org
This paper presents a reconstruction algorithm that uses a 3D Euler spiral model to construct
the microsegment of a 3D space curve to improve the reconstruction efficiency. Euler spiral …

[PDF][PDF] Synthetic dataset for human robot collaborative transportation of deformable objects

A Haidari - thesis.unipd.it
The manipulation of deformable objects, such as ropes, fabrics, and flexible cables, presents
unique challenges due to their high degrees of freedom and complex dynamics. This thesis …

[PDF][PDF] Toward a general framework for 3d deformable object grasping and manipulation

F Nadon, AJ Valencia, N Sambandam… - IROS Workshop on …, 2020 - academia.edu
The intelligent handling of deformable objects by robotic manipulators has enabled the
automation of various delicate or labour-intensive tasks, but still faces many challenges …

Robotic Control for the Manipulation of 3D Deformable Objects

S Rowlands - 2021 - ruor.uottawa.ca
Robotic grasping and manipulation of three-dimensional deformable objects is a complex
task that currently does not have robust and flexible solutions. Deformable objects include a …

A learning-based method for 3D object modeling and deformation prediction using neural networks

B Tawbe - 2021 - di.uqo.ca
La représentation réaliste des déformations d'objets 3D reste un domaine de recherche
actif, notamment pour les déformations dont le comportement ne peut pas être décrit …

3D Shape Deformation Measurement and Dynamic Representation for Non-Rigid Objects under Manipulation

A Valencia - 2020 - ruor.uottawa.ca
Dexterous robotic manipulation of non-rigid objects is a challenging problem but necessary
to explore as robots are increasingly interacting with more complex environments in which …