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Kosuke Takeuchi

2 accepted papers

2021

Automatic Hanging Point Learning from Random Shape Generation and Physical Function Validation

ICRA 2021poster

The purpose of this paper is the robotic hanging manipulation of an object of various shapes that is not limited to a specific category. To achieve this, we propose a method that allows the estimator to learn many different shapes with hanging points without any manual annotation. A random shape gen…

Cited by 3SourceScholar
2021

Automatic Learning System for Object Function Points from Random Shape Generation and Physical Validation

IROS 2021poster

In this paper, we aim to recognize function points of category-agnostic objects and perform object manipulation. To recognize function points of various shapes, it is necessary to train with a large amount of training data. Also, it is necessary to take into account not only visual information but a…

Cited by 2SourceScholar