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Method for Training Convolutional Neural Networks for In Situ Plankton Image Recognition and Classification Based on the Mechanisms of the Human Eye

In this study, we propose a method for training convolutional neural networks to make them identify and classify images with higher classification accuracy. By combining the Cartesian and polar coordinate systems when describing the images, the method of recognition and classification for plankton i...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Cheng, Xuemin, Ren, Yong, Cheng, Kaichang, Cao, Jie, Hao, Qun
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7248961/
https://ncbi.nlm.nih.gov/pubmed/32370162
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20092592
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