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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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書誌詳細
出版年:Sensors (Basel)
主要な著者: Merino, Ibon, Azpiazu, Jon, Remazeilles, Anthony, Sierra, Basilio
フォーマット: Artigo
言語:Inglês
出版事項: MDPI 2021
主題:
オンライン・アクセス: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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