Visuo-tactile recognition of partial point clouds using PointNet and curriculum learning

This paper is about recognising hand-held objects from incomplete tactile observations with a classifier trained only on visual representations. Our method is based on the Deep Learning (DL) architecture PointNet and a Curriculum Learning (CL) technique for fostering the learning of descriptors robu...

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Bibliographic Details
Main Authors: Parsons, C, Albini, A, De Martini, D, Maiolino, P
Format: Journal article
Language:English
Published: IEEE 2022