Learning-based object's stiffness and shape estimation with confidence level in multi-fingered hand grasping

IntroductionWhen humans grasp an object, they are capable of recognizing its characteristics, such as its stiffness and shape, through the sensation of their hands. They can also determine their level of confidence in the estimated object properties. In this study, we developed a method for multi-fi...

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Bibliographic Details
Main Authors: Kyo Kutsuzawa, Minami Matsumoto, Dai Owaki, Mitsuhiro Hayashibe
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Neurorobotics
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Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1466630/full
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