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Gradient adaptive sampling and multiple temporal scale 3D CNNs for tactile object recognition

Tactile object recognition (TOR) is very important for the accurate perception of robots. Most of the TOR methods usually adopt uniform sampling strategy to randomly select tactile frames from a sequence of frames, which will lead to a dilemma problem, i.e., acquiring the tactile frames with high sa...

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Detalles Bibliográficos
Autores principales: Qian, Xiaoliang, Meng, Jia, Wang, Wei, Jiang, Liying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169613/
https://www.ncbi.nlm.nih.gov/pubmed/37180284
http://dx.doi.org/10.3389/fnbot.2023.1159168