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 …

Robotic manipulation and sensing of deformable objects in domestic and industrial applications: a survey

J Sanchez, JA Corrales… - … Journal of Robotics …, 2018 - journals.sagepub.com
We present a survey of recent work on robot manipulation and sensing of deformable
objects, a field with relevant applications in diverse industries such as medicine (eg surgical …

Fabricflownet: Bimanual cloth manipulation with a flow-based policy

T Weng, SM Bajracharya, Y Wang… - … on Robot Learning, 2022 - proceedings.mlr.press
We address the problem of goal-directed cloth manipulation, a challenging task due to the
deformability of cloth. Our insight is that optical flow, a technique normally used for motion …

Learning arbitrary-goal fabric folding with one hour of real robot experience

R Lee, D Ward, V Dasagi, A Cosgun… - … on Robot Learning, 2021 - proceedings.mlr.press
Manipulating deformable objects, such as fabric, is a long standing problem in robotics, with
state estimation and control posing a significant challenge for traditional methods. In this …

A grasping-centered analysis for cloth manipulation

J Borras, G Alenya, C Torras - IEEE Transactions on Robotics, 2020 - ieeexplore.ieee.org
Compliant and soft hands have gained a lot of attention in the past decade because of their
ability to adapt to the shape of the objects, increasing their effectiveness for grasping …

Folding clothes autonomously: A complete pipeline

A Doumanoglou, J Stria, G Peleka… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
This work presents a complete pipeline for folding a pile of clothes using a dual-armed robot.
This is a challenging task both from the viewpoint of machine vision and robotic …

Benchmarking bimanual cloth manipulation

I Garcia-Camacho, M Lippi, MC Welle… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Cloth manipulation is a challenging task that, despite its importance, has received relatively
little attention compared to rigid object manipulation. In this letter, we provide three …

A review on modeling of flexible deformable object for dexterous robotic manipulation

YC Hou, KSM Sahari, DNT How - International Journal of …, 2019 - journals.sagepub.com
In this article, we present a review on the recent advancement in flexible deformable object
modeling for dexterous manipulation in robotic system. Flexible deformable object is one of …

Visual grasp point localization, classification and state recognition in robotic manipulation of cloth: An overview

P Jiménez - Robotics and Autonomous Systems, 2017 - Elsevier
Cloth manipulation by robots is gaining popularity among researchers because of its
relevance, mainly (but not only) in domestic and assistive robotics. The required science and …

Folding deformable objects using predictive simulation and trajectory optimization

Y Li, Y Yue, D Xu, E Grinspun… - 2015 IEEE/RSJ …, 2015 - ieeexplore.ieee.org
Robotic manipulation of deformable objects remains a challenging task. One such task is
folding a garment autonomously. Given start and end folding positions, what is an optimal …