Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid-19 response in Khartoum, Sudan

Dirk Tiede*, Gina Schwendemann, Ahmad Alobaidi, Lorenz Wendt, Stefan Lang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)1213-1227
Number of pages15
JournalTransactions in GIS
Volume25
Issue number3
Early online date6 May 2021
DOIs
Publication statusPublished - 6 May 2021
EventESRI User Conference 2021: GIScience session - San Diego, United States
Duration: 12 Jul 202115 Jul 2021
https://www.esri.com/en-us/about/events/uc/agenda/agenda

Keywords

  • GIS analysis
  • humanitarian assistance
  • Humanitarian operations
  • Covid-19
  • Deep learning (DL)
  • Convolutional neural network (CNN)

Fields of Science and Technology Classification 2012

  • 207 Environmental Engineering, Applied Geosciences
  • 107 Other Natural Sciences

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