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Automatic identification of individual yaks in in-the-wild images using part-based convolutional networks with self-supervised learning

  • 【作者】Lei Li,Tingting Zhang,Da Cuo,Qijun Zhao,Liyuan Zhou,Suonan Jiancuo
  • 【作者单位】College of Computer Science, Sichuan University, Chengdu 610065, China College of Computer Science, Sichuan University, Chengdu 610065, China School of Information Science and Technology, Tibet University, Lhasa 850000, China College of Computer Science, Sichuan University, Chengdu 610065, China School of Information Science and Technology, Tibet University, Lhasa 850000, China School of Information Science and Technology, Tibet University, Lhasa 850000, China School of Information Science and Technology, Tibet University, Lhasa 850000, China
  • 【年份】2023
  • 【卷号】Vol.216 No.C
  • 【ISSN】0957-4174
  • 【摘要】 Highlights • A part-based convolutional network is proposed for yak identification. • An auxiliary task based on self-supervised learning is devised. • Horizontal mirroring as new entities is investigated for model training. • Our method improves Ran...
  • 【文献类型】 期刊
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