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Vision-Based Tactile Sensor Mechanism for the Estimation of Contact Position and Force Distribution Using Deep Learning

This work describes the development of a vision-based tactile sensor system that utilizes the image-based information of the tactile sensor in conjunction with input loads at various motions to train the neural network for the estimation of tactile contact position, area, and force distribution. The...

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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Kakani, Vijay, Cui, Xuenan, Ma, Mingjie, Kim, Hakil
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2021
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7967204/
https://ncbi.nlm.nih.gov/pubmed/33803481
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21051920
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