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3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts

Deep learning methods have been successfully applied to image processing, mainly using 2D vision sensors. Recently, the rise of depth cameras and other similar 3D sensors has opened the field for new perception techniques. Nevertheless, 3D convolutional neural networks perform slightly worse than ot...

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Bibliografiske detaljer
Udgivet i:Sensors (Basel)
Main Authors: Merino, Ibon, Azpiazu, Jon, Remazeilles, Anthony, Sierra, Basilio
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7915739/
https://ncbi.nlm.nih.gov/pubmed/33557360
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21041078
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