Evaluation of different machine learning methods and deep-learning convolutional neural networks for landslide detection

Omid Ghorbanzadeh*, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal

*Corresponding author for this work

Research output: Contribution to journalArticle

Original languageEnglish
Article number196
JournalRemote Sensing
Volume11
Issue number2
DOIs
Publication statusPublished - 1 Jan 2019

Fields of Science and Technology Classification 2012

  • 105 Geosciences
  • 107 Other Natural Sciences

Keywords

  • Artificial neural network
  • Convolution neural networks (CNNs)
  • Deep-learning
  • Landslide mapping
  • Mean intersection-over-union (mIOU)
  • RapidEye

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