Three Dimensional Image Reconstruction of Electrical Capacitance Tomography Based on Improved ALEXNET Convolutional Neural Network

A method is proposed that the corresponding AlexNet neural network is trained according to the data of different flow patterns for the problem of slow sample training and low imaging accuracy for the threedimensional image reconstruction algorithm of convolutional neural networks. The input data is...

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Bibliografiske detaljer

Principais autores:	LI Yan, WANG Lu, LI Jiaqi
Format:	Artigo
Sprog:	Chinês
Udgivet:	Harbin University of Science and Technology Publications 2020-08-01
Serier:	Journal of Harbin University of Science and Technology
Fag:	electrical capacitance tomography three-dimensional image reconstruction alexnet convolutional neural network adam gradient descent algorithm
Online adgang:	https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1851
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