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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Detalhes bibliográficos

Principais autores:	Alexis Abad, Alexandre Fahy, Quentin Frodello, Barbara Delestre, Mohamed Talbi, Marc Brunel
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-07-01
coleção:	Photonics
Assuntos:	interferometric particle imaging speckle convolutional neural network
Acesso em linha:	https://www.mdpi.com/2304-6732/10/7/779
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