基于全局稳定鲁棒图像的圆柱定位视觉伺服

IF 5.3 2区 计算机科学 Q2 ROBOTICS
Alessandro Colotti;François Chaumette
{"title":"基于全局稳定鲁棒图像的圆柱定位视觉伺服","authors":"Alessandro Colotti;François Chaumette","doi":"10.1109/LRA.2025.3619710","DOIUrl":null,"url":null,"abstract":"This letter proposes a new image-based visual servoing controller for positioning a camera with respect to a cylindrical object. Traditional image-based approaches often rely on estimating planar parameters from the cylinder’s projected edges, making them sensitive to noise and modeling errors. In this work, we introduce a novel controller that uses pure image features while directly tied to the cylinder’s 3D pose, which depends solely on the cylinder radius. Crucially, this controller offers formal global stability irrespective of the radius estimate. Simulations and real experiments with a robotic arm confirm the controller improved convergence and robustness under practical conditions.","PeriodicalId":13241,"journal":{"name":"IEEE Robotics and Automation Letters","volume":"10 11","pages":"12071-12078"},"PeriodicalIF":5.3000,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Globally-Stable and Robust Image-Based Visual Servoing for Positioning With Respect to a Cylinder\",\"authors\":\"Alessandro Colotti;François Chaumette\",\"doi\":\"10.1109/LRA.2025.3619710\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This letter proposes a new image-based visual servoing controller for positioning a camera with respect to a cylindrical object. Traditional image-based approaches often rely on estimating planar parameters from the cylinder’s projected edges, making them sensitive to noise and modeling errors. In this work, we introduce a novel controller that uses pure image features while directly tied to the cylinder’s 3D pose, which depends solely on the cylinder radius. Crucially, this controller offers formal global stability irrespective of the radius estimate. Simulations and real experiments with a robotic arm confirm the controller improved convergence and robustness under practical conditions.\",\"PeriodicalId\":13241,\"journal\":{\"name\":\"IEEE Robotics and Automation Letters\",\"volume\":\"10 11\",\"pages\":\"12071-12078\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Robotics and Automation Letters\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11197895/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ROBOTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Robotics and Automation Letters","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/11197895/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ROBOTICS","Score":null,"Total":0}
引用次数: 0

摘要

这封信提出了一种新的基于图像的视觉伺服控制器,用于定位相机相对于圆柱形物体。传统的基于图像的方法通常依赖于从圆柱体的投影边缘估计平面参数,这使得它们对噪声和建模误差很敏感。在这项工作中,我们引入了一种新的控制器,它使用纯图像特征,同时直接绑定到圆柱体的3D姿态,这完全取决于圆柱体半径。至关重要的是,该控制器提供了与半径估计无关的形式全局稳定性。通过机械臂的仿真和实际实验,验证了该控制器在实际条件下具有较好的收敛性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Globally-Stable and Robust Image-Based Visual Servoing for Positioning With Respect to a Cylinder
This letter proposes a new image-based visual servoing controller for positioning a camera with respect to a cylindrical object. Traditional image-based approaches often rely on estimating planar parameters from the cylinder’s projected edges, making them sensitive to noise and modeling errors. In this work, we introduce a novel controller that uses pure image features while directly tied to the cylinder’s 3D pose, which depends solely on the cylinder radius. Crucially, this controller offers formal global stability irrespective of the radius estimate. Simulations and real experiments with a robotic arm confirm the controller improved convergence and robustness under practical conditions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信