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A classification framework with multi-level fusion of object-based analysis and convolutional neural network:a case study for land use classification in mining areas

Jianghe Xing Zhenwei Li Jun Li Shouhang Du Wei Li Chengye Zhang

地球空间信息科学学报(英文版)2025,Vol.28Issue(3):中插3,867-883,18.
地球空间信息科学学报(英文版)2025,Vol.28Issue(3):中插3,867-883,18.DOI:10.1080/10095020.2024.2336594

A classification framework with multi-level fusion of object-based analysis and convolutional neural network:a case study for land use classification in mining areas

A classification framework with multi-level fusion of object-based analysis and convolutional neural network:a case study for land use classification in mining areas

Jianghe Xing 1Zhenwei Li 1Jun Li 1Shouhang Du 2Wei Li 1Chengye Zhang3

作者信息

  • 1. College of Geoscience and Surveying Engineering,China University of Mining and Technology(Beijing),Beijing,China
  • 2. College of Geoscience and Surveying Engineering,China University of Mining and Technology(Beijing),Beijing,China||Key Laboratory of Coupling Process and Effect of Natural Resources Elements,Ministry of Natural Resources,Beijing,China
  • 3. Key Laboratory of Coupling Process and Effect of Natural Resources Elements,Ministry of Natural Resources,Beijing,China
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摘要

关键词

Mining areas/land use classification/object-based analysis/DenseNet

Key words

Mining areas/land use classification/object-based analysis/DenseNet

引用本文复制引用

Jianghe Xing,Zhenwei Li,Jun Li,Shouhang Du,Wei Li,Chengye Zhang..A classification framework with multi-level fusion of object-based analysis and convolutional neural network:a case study for land use classification in mining areas[J].地球空间信息科学学报(英文版),2025,28(3):中插3,867-883,18.

基金项目

This work was supported by the National Natural Science Foundation of China[grant number 42271480],the Fundamental Research Funds for the Central Universities[grant numbers 2022YQDC08,2022XJDC02,and BBJ2023026],the Open Foundation of the Key Laboratory of Coupling Process and Effect of Natural Resources Elements[grant number 2022KFKTC001]. ()

地球空间信息科学学报(英文版)

1009-5020

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