Modeling, learning, perception, and control methods for deformable object manipulation

H Yin, A Varava, D Kragic - Science Robotics, 2021 - science.org
Perceiving and handling deformable objects is an integral part of everyday life for humans.
Automating tasks such as food handling, garment sorting, or assistive dressing requires …

Data-driven robotic visual grasping detection for unknown objects: A problem-oriented review

H Tian, K Song, S Li, S Ma, J Xu, Y Yan - Expert Systems with Applications, 2023 - Elsevier
This paper presents a comprehensive survey of data-driven robotic visual grasping
detection (DRVGD) for unknown objects. We review both object-oriented and scene …

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 …

RoboCraft: Learning to see, simulate, and shape elasto-plastic objects in 3D with graph networks

H Shi, H Xu, Z Huang, Y Li… - The International Journal …, 2024 - journals.sagepub.com
Modeling and manipulating elasto-plastic objects are essential capabilities for robots to
perform complex industrial and household interaction tasks (eg, stuffing dumplings, rolling …

Robocook: Long-horizon elasto-plastic object manipulation with diverse tools

H Shi, H Xu, S Clarke, Y Li, J Wu - arXiv preprint arXiv:2306.14447, 2023 - arxiv.org
Humans excel in complex long-horizon soft body manipulation tasks via flexible tool use:
bread baking requires a knife to slice the dough and a rolling pin to flatten it. Often regarded …

Modeling of deformable objects for robotic manipulation: A tutorial and review

VE Arriola-Rios, P Guler, F Ficuciello… - Frontiers in Robotics …, 2020 - frontiersin.org
Manipulation of deformable objects has given rise to an important set of open problems in
the field of robotics. Application areas include robotic surgery, household robotics …

Global model learning for large deformation control of elastic deformable linear objects: An efficient and adaptive approach

M Yu, K Lv, H Zhong, S Song… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The robotic manipulation of deformable linear objects (DLOs) has broad application
prospects in many fields. However, a key issue is to obtain the exact deformation models (ie …

[HTML][HTML] Automated assembly of non-rigid objects

S Makris, F Dietrich, K Kellens, SJ Hu - CIRP Annals, 2023 - Elsevier
Many assembled products contain parts that are not rigid, and there is a large variety of such
parts, which might be as different as cables, sheet metals, plastic covers, or foams. The …

An efficient approach to closed-loop shape control of deformable objects using finite element models

A Koessler, NR Filella, BC Bouzgarrou… - … on robotics and …, 2021 - ieeexplore.ieee.org
Robots are nowadays faced with the challenge of handling deformable objects in industrial
operations. In particular, the problem of shape control, which aims at giving a specific …

Multi-robot object transport motion planning with a deformable sheet

J Hu, W Liu, H Zhang, J Yi… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Using a deformable sheet to handle objects is convenient and found in many practical
applications. For object manipulation through a deformable sheet that is held by multiple …