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布マニピュレーションarXiv:2407.01361

布マニピュレーション研究の展開:レビュー

Unfolding the Literature: A Review of Robotic Cloth Manipulation

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布や衣類のロボット操作に関する研究を、モデリング・知覚・ベンチマーク・操作の観点から整理し、布の多様性への対応度を分析して今後の課題を示したレビュー論文。

著者: Alberta Longhini, Yufei Wang, Irene Garcia-Camacho, David Blanco-Mulero, Marco Moletta, Michael Welle, Guillem Alenyà, Hang Yin, Zackory Erickson, David Held, Júlia Borràs, Danica Kragic

分類: cs.RO

原文アブストラクト

The realm of textiles spans clothing, households, healthcare, sports, and industrial applications. The deformable nature of these objects poses unique challenges that prior work on rigid objects cannot fully address. The increasing interest within the community in textile perception and manipulation has led to new methods that aim to address challenges in modeling, perception, and control, resulting in significant progress. However, this progress is often tailored to one specific textile or a subcategory of these textiles. To understand what restricts these methods and hinders current approaches from generalizing to a broader range of real-world textiles, this review provides an overview of the field, focusing specifically on how and to what extent textile variations are addressed in modeling, perception, benchmarking, and manipulation of textiles. We finally conclude by identifying key open problems and outlining grand challenges that will drive future advancements in the field.

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