Particle Shape Recognition with Interferometric Particle Imaging Using a Convolutional Neural Network in Polar Coordinates

A convolutional neural network (CNN) was used to identify the morphology of rough particles from their interferometric images. The tested particles had the shapes of sticks, crosses, and dendrites as well as Y-like, L-like, and T-like shapes. A conversion of the interferometric images to polar coord...

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Main Authors: Alexis Abad, Alexandre Fahy, Quentin Frodello, Barbara Delestre, Mohamed Talbi, Marc Brunel
格式: 文件
语言:English
出版: MDPI AG 2023-07-01
丛编:Photonics
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在线阅读:https://www.mdpi.com/2304-6732/10/7/779