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Morphological residual convolutional neural network (M-RCNN) for intelligent recognition of wear particles from artificial joints

Finding the correct category of wear particles is important to understand the tribological behavior. However, manual identification is tedious and time-consuming. We here propose an automatic morphological residual convolutional neural network (M-RCNN), exploiting the residual knowledge and morpholo...

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Detalles Bibliográficos
Autores principales: Hu, Xiaobin, Song, Jian, Liao, Zhenhua, Liu, Yuhong, Gao, Jian, Menze, Bjoern, Liu, Weiqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Tsinghua University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8372229/
http://dx.doi.org/10.1007/s40544-021-0516-2