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An object detection model AAPW-YOLO for UAV remote sensing images based on adaptive convolution and reconstructed feature fusion

  • 【获取途径】 OA资源
  • 【作者】Yiming Wu, Xiaofang Mu, Hong Shi, Mingxing Hou
  • 【刊名】Scientific reports
  • 【作者单位】Affiliations 1 School of Computer Science and Technology, Taiyuan Normal University, Taiyuan, 030000, China. 2 Shanxi Institute of Energy, Taiyuan, 030000, China. mu_xiao_fang@163.com. 3 School of Integrated Circuits, Taiyuan University of Technology, Taiyuan, 030000, China.
  • 【年份】2025
  • 【卷号】Vol.15 No.1
  • 【页码】16214
  • 【ISSN】2045-2322
  • 【关键词】AKConv Feature fusion mechanism Small object detection Wise-IoU YOLOv8. 
  • 【摘要】 In small object detection scenarios such as UAV aerial imagery and remote sensing, the difficulties in feature extraction are primarily due to challenges such as small object size, multi-scale variations, and background interference. To overcome thes...
  • 【文献类型】 期刊
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