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

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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Bibliographic Details
Main Authors: LI Yan, WANG Lu, LI Jiaqi
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2020-08-01
Series:Journal of Harbin University of Science and Technology
Subjects:
electrical capacitance tomography
three-dimensional image reconstruction
alexnet convolutional neural network
adam gradient descent algorithm
Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1851
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