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

Saulo Bosquez, Germán H. Alférez, Ana María Martínez Ardila, Benjamin L. Clausen

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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