Multiple radionuclide identification using deep learning with channel attention module and visual explanation

As a rapid and automatic method, multiple radionuclide identification using deep learning has drawn wide interest from researchers in the field of nuclear safety and nuclear security. However, the network model in deep learning often appears in the form of a black box, which makes it difficult for p...

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Bibliographic Details
Main Authors: Yu Wang, Quanhu Zhang, Qingxu Yao, Yonggang Huo, Man Zhou, Yunfeng Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2022.1036557/full