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Automatic Classification of Felsic, Mafic, and Ultramafic Rocks in Satellite Images from Palmira and La Victoria, Colombia

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationIntelligent Computing - Proceedings of the 2022 Computing Conference
EditorsKohei Arai
PublisherSpringer Science and Business Media Deutschland GmbH
Pages531-547
Number of pages17
ISBN (Print)9783031104633
DOIs
StatePublished - 2022
EventComputing Conference, 2022 - Virtual, Online
Duration: Jul 14 2022Jul 15 2022

Publication series

NameLecture Notes in Networks and Systems
Volume507 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

ConferenceComputing Conference, 2022
CityVirtual, Online
Period7/14/227/15/22

ASJC Scopus Subject Areas

  • Control and Systems Engineering
  • Signal Processing
  • Computer Networks and Communications

Keywords

  • GDAL
  • Geology
  • Infrared images
  • K-Nearest Neighbors
  • Logistic Regression
  • Machine learning
  • Multilayer Perceptron
  • OGR
  • Random Forest
  • Rock classification
  • Satellite images
  • Support Vector Machines

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