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Updated: Jul 4, 2025

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation
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Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation

Published on: February 9, 2024

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基于从空中遥感图像中改进的YOLOv7自动检测立死树的自动检测

Hongwei Zhou1, Shangxin Wu1, Zihan Xu1

  • 1College of Computer and Control Engineering, Northeast Forestry University, Harbin, China.

Frontiers in plant science
|February 6, 2024
PubMed
概括

这项研究引入了一种改进的YOLOv7模型,具有SimAM注意力和WIoU损失,用于在遥感图像中检测站着的死树 (SDTs). 改进后的模型显著提高了检测准确度,有助于森林管理.

关键词:
智能IoU损失功能的功能.机载遥感图像在空中使用.注意力机制注意力机制深度学习是一种深度学习.站着的死树 树木

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