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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Detalles 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 recurso: artículo
Estado:Versión enviada para evaluación y publicación
Fecha de publicación:2020
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/219784
Acceso en línea:http://hdl.handle.net/10261/219784
Access Level:acceso abierto
Palabra clave:Performance evaluation and benchmarking
Cooperating Robots
Descripción
Sumario: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.