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Contour Based Object-Compliant Shape Control

Cuiral Zueco, Ignacio ; Karayiannidis, Yiannis LU orcid and Lopez-Nicolas, Gonzalo (2023) In IEEE Robotics and Automation Letters 8(8). p.5164-5171
Abstract
Shape control strategies seek to bring deformable objects towards a desired target shape. However, conventional methods focus on reaching the target shape without considering the extent to which the object is deformed during the control process. Control actions may generate unnecessary deformations and thus, increase the possibility of object over-stressing and failure. In this letter, we tackle the problem of vision-based object-compliant shape control (OCSC) with focus on 2D contours of texture-less objects. We propose a novel shape control framework that makes use of a multi-scale analysis of the contour's length and curvature to reduce the amount of deformation objects need to undergo during the shape control task. We evaluate our... (More)
Shape control strategies seek to bring deformable objects towards a desired target shape. However, conventional methods focus on reaching the target shape without considering the extent to which the object is deformed during the control process. Control actions may generate unnecessary deformations and thus, increase the possibility of object over-stressing and failure. In this letter, we tackle the problem of vision-based object-compliant shape control (OCSC) with focus on 2D contours of texture-less objects. We propose a novel shape control framework that makes use of a multi-scale analysis of the contour's length and curvature to reduce the amount of deformation objects need to undergo during the shape control task. We evaluate our approach with simulations and experiments. (Less)
Please use this url to cite or link to this publication:
author
; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
in
IEEE Robotics and Automation Letters
volume
8
issue
8
pages
5164 - 5171
publisher
IEEE - Institute of Electrical and Electronics Engineers Inc.
external identifiers
  • scopus:85164424126
ISSN
2377-3766
DOI
10.1109/LRA.2023.3292617
project
RobotLab LTH
ELLIIT B14: Autonomous Force-Aware Swift Motion Control
language
English
LU publication?
yes
id
7bc5443a-2949-4cf1-be2f-7a9ef655922b
date added to LUP
2023-09-19 11:05:29
date last changed
2024-02-02 16:04:00
@article{7bc5443a-2949-4cf1-be2f-7a9ef655922b,
  abstract     = {{Shape control strategies seek to bring deformable objects towards a desired target shape. However, conventional methods focus on reaching the target shape without considering the extent to which the object is deformed during the control process. Control actions may generate unnecessary deformations and thus, increase the possibility of object over-stressing and failure. In this letter, we tackle the problem of vision-based object-compliant shape control (OCSC) with focus on 2D contours of texture-less objects. We propose a novel shape control framework that makes use of a multi-scale analysis of the contour's length and curvature to reduce the amount of deformation objects need to undergo during the shape control task. We evaluate our approach with simulations and experiments.}},
  author       = {{Cuiral Zueco, Ignacio and Karayiannidis, Yiannis and Lopez-Nicolas, Gonzalo}},
  issn         = {{2377-3766}},
  language     = {{eng}},
  month        = {{07}},
  number       = {{8}},
  pages        = {{5164--5171}},
  publisher    = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}},
  series       = {{IEEE Robotics and Automation Letters}},
  title        = {{Contour Based Object-Compliant Shape Control}},
  url          = {{http://dx.doi.org/10.1109/LRA.2023.3292617}},
  doi          = {{10.1109/LRA.2023.3292617}},
  volume       = {{8}},
  year         = {{2023}},
}