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Multi-scale capsule Swin Transformer-based method for SAR image target recognition

  • 【作者】Hou, Yuchao,Wang, Jie,Li, Hongtao,Hao, Yan,Duan, Xiaoqi,Huang, Kaiwen,Tian, Youliang
  • 【刊名】Tongxin Xuebao/Journal on Communications
  • 【作者单位】aShanxi Key Laboratory of Cryptography and Data Security, Shanxi Normal University, Taiyuan, 030031, China;bState Key Laboratory of Public Big Data, Guizhou University, Guiyang, 550025, China;cSchool of Mathematics and Statistics, Taiyuan Normal University, Taiyuan, 030002, China
  • 【年份】2025
  • 【卷号】Vol.46 No.3
  • 【页码】274-290
  • 【ISSN】1000-436X
  • 【关键词】capsule token encoder dilated convolution patch partition multi scale capsule Swin Transformer network SAR image target recognition three-dimensional capsule Swin Transformer module 
  • 【摘要】 A multi-scale capsule Swin Transformer network was proposed by synergizing the semantic feature encoding of capsule units with the context feature mapping of Swin Transformer. Capsule encoding and the Swin Transformer were jointly applied to SAR ima...
  • 【文献类型】 期刊
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