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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Detalles Bibliográficos
Autores principales: Merino, Ibon, Azpiazu, Jon, Remazeilles, Anthony, Sierra, Basilio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915739/
https://www.ncbi.nlm.nih.gov/pubmed/33557360
http://dx.doi.org/10.3390/s21041078

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915739/
https://www.ncbi.nlm.nih.gov/pubmed/33557360
http://dx.doi.org/10.3390/s21041078

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