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

doi:10.3390/rs11020196

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

^*Korrespondierende/r Autor/-in für diese Arbeit

Geoinformatik

Publikation: Beitrag in Fachzeitschrift › Artikel › Peer-reviewed

Originalsprache	Englisch
Aufsatznummer	196
Fachzeitschrift	Remote Sensing
Jahrgang	11
Ausgabenummer	2
DOIs	https://doi.org/10.3390/rs11020196
Publikationsstatus	Veröffentlicht - 1 Jan. 2019

Systematik der Wissenschaftszweige 2012

105 Geowissenschaften
107 Andere Naturwissenschaften

Zugriff auf Dokument

10.3390/rs11020196

Andere Dateien und Links

http://www.scopus.com/inward/record.url?scp=85060731933&partnerID=8YFLogxK

Dieses zitieren

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title = "Evaluation of different machine learning methods and deep-learning convolutional neural networks for landslide detection",

keywords = "Artificial neural network, Convolution neural networks (CNNs), Deep-learning, Landslide mapping, Mean intersection-over-union (mIOU), RapidEye, artificial neural network, landslide mapping, deep-learning, convolution neural networks (CNNs), mean intersection-over-union (mIOU)",

author = "Omid Ghorbanzadeh and Thomas Blaschke and Khalil Gholamnia and Meena, {Sansar Raj} and Dirk Tiede and Jagannath Aryal",

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AU - Meena, Sansar Raj

AU - Tiede, Dirk

AU - Aryal, Jagannath

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KW - Convolution neural networks (CNNs)

KW - Deep-learning

KW - Landslide mapping

KW - Mean intersection-over-union (mIOU)

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KW - artificial neural network

KW - landslide mapping

KW - deep-learning

KW - convolution neural networks (CNNs)

KW - mean intersection-over-union (mIOU)

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U2 - 10.3390/rs11020196

DO - 10.3390/rs11020196

M3 - Article

AN - SCOPUS:85060731933

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