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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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Bibliografiska uppgifter
I publikationen:Sensors (Basel)
Huvudupphovsmän: Merino, Ibon, Azpiazu, Jon, Remazeilles, Anthony, Sierra, Basilio
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI 2021
Ämnen:
Länkar: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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