Full 3D Microwave Breast Imaging Using a Deep-Learning Technique

A deep learning technique to enhance 3D images of the complex-valued permittivity of the breast obtained via microwave imaging is investigated. The developed technique is an extension of one created to enhance 2D images. We employ a 3D Convolutional Neural Network, based on the U-Net architecture, t...

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Bibliographic Details
Main Authors: Vahab Khoshdel, Mohammad Asefi, Ahmed Ashraf, Joe LoVetri
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/6/8/80