Robotic Bin Picking for Potentially Tangled Objects

Author:   Xinyi Zhang ,  Yukiyasu Domae ,  Weiwei Wan ,  Kensuke Harada
Publisher:   Springer International Publishing AG
Edition:   2024 ed.
ISBN:  

9783031674532


Pages:   129
Publication Date:   17 October 2024
Format:   Hardback
Availability:   Not yet available   Availability explained
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Robotic Bin Picking for Potentially Tangled Objects


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Author:   Xinyi Zhang ,  Yukiyasu Domae ,  Weiwei Wan ,  Kensuke Harada
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2024 ed.
ISBN:  

9783031674532


ISBN 10:   3031674537
Pages:   129
Publication Date:   17 October 2024
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Background, Introduction and Motivation.- Part I Avoiding Picking Potentially Entangled Objects.- Deep Learning for Classifying Potential Entangled Objects.- Entanglement Map: A Visual Representation for Entangled Objects.- Shape Reconstruction of Entangled Objects.- Part II Disentangling Manipulation Planning for Entangled Objects.- Affordance Maps for Picking or Separating Entangled Objects.- Learning Efficient Policies for Entangled Wire Harnesses.- Dynamic and Bimanual Manipulation with F/T Feedback for Entangled Wire Harnesses.- Conclusions.

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