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Image compressed sensing reconstruction network based on self-attention mechanism

LIU Yuhong LIU Xiaoyan CHEN Manyin

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.537-546,10.

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.537-546,10.DOI:10.62756/jmsi.1674-8042.2025052

Image compressed sensing reconstruction network based on self-attention mechanism

LIU Yuhong ¹LIU Xiaoyan ¹CHEN Manyin¹

作者信息

1. School of Electronic and Information Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China
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摘要

关键词

convolutional neural network/compressed sensing/self-attention mechanism/dense block/image reconstruction

分类

信息技术与安全科学

引用本文复制引用

LIU Yuhong,LIU Xiaoyan,CHEN Manyin..Image compressed sensing reconstruction network based on self-attention mechanism[J].Journal of Measurement Science and Instrumentation,2025,16(4):P.537-546,10.

基金项目

supported by National Natural Science Foundation of China(Nos.61261016,61661025) （Nos.61261016,61661025）

Science and Technology Plan of Gansu Province(No.20JR10RA273). （No.20JR10RA273）

Journal of Measurement Science and Instrumentation

ISSN：1674-8042

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