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Feature amplification capsule network for complex images

  • 【作者】Ayidzoe, Mighty Abra,Yu, Yongbin,Mensah Kwabena, Patrick,Cai, Jingye,Kwabena, Adu,Tashi, Nyima
  • 【作者单位】a School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China; b Department of Computer Science and Informatics, University of Energy and Natural Resources, Sunyani, Ghana; c School of Information Science and Technology, Tibet University, Lhasa, China
  • 【年份】2021
  • 【卷号】Vol.40 No.6
  • 【页码】10955-10968
  • 【ISSN】1064-1246
  • 【关键词】Capsule network convolutional neural network feature amplification squash function 
  • 【摘要】 Availability of massive amounts of data is a key contributing factor that influences the performance of deep learning models. Convolutional Neural Networks for instance, require large amounts of data in different variations to enable them generalize ...
  • 【文献类型】 期刊
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