This book introduces methods for bin picking in manufacturing. The target objects include both rigid and deformable objects.

Robotic bin picking is a valuable task in manufacturing, aiming to automate the assembly process by utilizing robots to pick necessary objects from disorganized bins.

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This book introduces methods for bin picking in manufacturing. These methods can be used to develop unified, dexterous, and robust bin picking systems for entangled objects. The target objects include both rigid and deformable objects.

Robotic bin picking is a valuable task in manufacturing, aiming to automate the assembly process by utilizing robots to pick necessary objects from disorganized bins. Previous studies have addressed various challenges related to bin picking. However, when objects with complex shapes or deformable properties are randomly placed in a bin, they tend to get entangled, making it difficult for the robot to pick up individual items. This poses challenges in perception, as the robot must be capable of distinguishing between isolated objects and potentially tangled ones in a cluttered environment.

This book is of interest to students, researchers, and professionals in manufacturing industries.

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Introduces methods to develop unified, dexterous, and robust bin picking systems for entangled objects Considers rigid and deformable objects Includes the recent advanced deep learning technologies

Produktdetaljer

ISBN
9783031674532
Publisert
2024-10-17
Utgiver
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
11