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卷积神经网络中的通道空间注意模块用于图像分类

Mohammad Zolfaghari1, Mohammad Saniee Abadeh2, Hedieh Sajedi3

  • 1Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran.

Scientific reports
|December 11, 2025
PubMed
概括

本研究介绍了用于卷积神经网络 (CNN) 的新型并行和顺序通道空间注意模块 (PCSAM和SCSAM). 顺序通道空间注意模块 (SCSAM) 在图像分类任务中表现出卓越的效率和性能.

关键词:
注意力机制注意力机制卷积神经网络 (CNN) 是一种神经网络.图像的分类图像的分类.平行通道 - 空间注意模块 (PCSAM)顺序通道空间注意模块 (SCSAM) 是一种

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