Benchmarking Bimanual Cloth Manipulation

Cloth manipulation is a challenging task that, despite its importance, has received relatively little attention compared to rigid object manipulation. In this paper, we provide three benchmarks for evaluation and comparison of different approaches towards three basic tasks in cloth manipulation: spr...

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Detalhes bibliográficos
Autores: García-Camacho, Irene, Lippi, Martina, Welle, Michael C., Yin, Hang, Antonova, Rika, Varava, Anastasiia, Borràs, Julia, Torras, Carme, Marino, Alessandro, Alenyà, Guillem, Kragic, Danica
Tipo de documento: artigo
Estado:Versión enviada para evaluación y publicación
Data de publicação:2020
País:España
Recursos:Consejo Superior de Investigaciones Científicas (CSIC)
Repositório:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/219784
Acesso em linha:http://hdl.handle.net/10261/219784
Access Level:Acceso aberto
Palavra-chave:Performance evaluation and benchmarking
Cooperating Robots
Descrição
Resumo:Cloth manipulation is a challenging task that, despite its importance, has received relatively little attention compared to rigid object manipulation. In this paper, we provide three benchmarks for evaluation and comparison of different approaches towards three basic tasks in cloth manipulation: spreading a tablecloth over a table, folding a towel, and dressing. The tasks can be executed on any bimanual robotic platform and the objects involved in the tasks are standardized and easy to acquire. We provide several complexity levels for each task, and describe the quality measures to evaluate task execution. Furthermore, we provide baseline solutions for all the tasks and evaluate them according to the proposed metrics.