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

doi:10.1111/tgis.12766

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

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

Geoinformatik

Publikation: Beitrag in Fachzeitschrift › Artikel › Peer-reviewed

Originalsprache	Englisch
Seiten (von - bis)	1213-1227
Seitenumfang	15
Fachzeitschrift	Transactions in GIS
Jahrgang	25
Ausgabenummer	3
Frühes Online-Datum	6 Mai 2021
DOIs	https://doi.org/10.1111/tgis.12766
Publikationsstatus	Veröffentlicht - 6 Mai 2021
Veranstaltung	ESRI User Conference 2021: GIScience session - San Diego, USA/Vereinigte Staaten Dauer: 12 Juli 2021 → 15 Juli 2021 https://www.esri.com/en-us/about/events/uc/agenda/agenda

Systematik der Wissenschaftszweige 2012

207 Umweltingenieurwesen, Angewandte Geowissenschaften
107 Andere Naturwissenschaften

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

Zugriff auf Dokument

10.1111/tgis.12766

Andere Dateien und Links

Mask R-CNN-Based Building Extraction from Satellite Data in Humanitarian Action
Tiede, D. (Redner/in)
12 Juli 2021 → 15 Juli 2021
Aktivität: Gastvortrag oder Vortrag › Vortrag › science to science / art to art
Mask R-CNN-Based Building Extraction from VHR Satellite Data in Operational Humanitarian Response – an Example Related to Covid-19 Response in Khartoum, Sudan
Tiede, D. (Redner/in)
29 Apr. 2021
Aktivität: Gastvortrag oder Vortrag › Vortrag › science to science / art to art

Dieses zitieren

@article{7dccea2075f44ff38be3d595832606d5,

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

keywords = "GIS analysis, humanitarian assistance, Humanitarian operations, Covid-19, Deep learning (DL), Convolutional neural network (CNN)",

author = "Dirk Tiede and Gina Schwendemann and Ahmad Alobaidi and Lorenz Wendt and Stefan Lang",

note = "{\textcopyright} 2021 The Authors. Transactions in GIS published by John Wiley & Sons Ltd.; ESRI User Conference 2021 : GIScience session ; Conference date: 12-07-2021 Through 15-07-2021",

year = "2021",

month = may,

day = "6",

doi = "10.1111/tgis.12766",

language = "English",

volume = "25",

pages = "1213--1227",

journal = "Transactions in GIS",

issn = "1361-1682",

publisher = "Blackwell Publishing Inc.",

number = "3",

url = "https://www.esri.com/en-us/about/events/uc/agenda/agenda",

}

TY - JOUR

T1 - Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action

T2 - ESRI User Conference 2021

AU - Tiede, Dirk

AU - Schwendemann, Gina

AU - Alobaidi, Ahmad

AU - Wendt, Lorenz

AU - Lang, Stefan

PY - 2021/5/6

Y1 - 2021/5/6

KW - GIS analysis

KW - humanitarian assistance

KW - Humanitarian operations

KW - Covid-19

KW - Deep learning (DL)

KW - Convolutional neural network (CNN)

UR - http://www.scopus.com/inward/record.url?scp=85105161928&partnerID=8YFLogxK

UR - https://onlinelibrary.wiley.com/doi/full/10.1111/tgis.12766

UR - https://www.mendeley.com/catalogue/52e2605f-27be-30c6-aaed-1c0812522a9c/

UR - https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-25564

U2 - 10.1111/tgis.12766

DO - 10.1111/tgis.12766

M3 - Article

C2 - 34220286

AN - SCOPUS:85105161928

SN - 1361-1682

VL - 25

SP - 1213

EP - 1227

JO - Transactions in GIS

JF - Transactions in GIS

IS - 3

Y2 - 12 July 2021 through 15 July 2021

ER -

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

Systematik der Wissenschaftszweige 2012

UN SDGs

Zugriff auf Dokument

Andere Dateien und Links

Aktivitäten

Mask R-CNN-Based Building Extraction from Satellite Data in Humanitarian Action

Mask R-CNN-Based Building Extraction from VHR Satellite Data in Operational Humanitarian Response – an Example Related to Covid-19 Response in Khartoum, Sudan

Dieses zitieren