Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

Yunya Gao; Getachew Workineh Gella; Nianhua Liu

Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

Yunya Gao, Getachew Workineh Gella, Nianhua Liu

Geoinformatik

Publikation: Beitrag in Buch/Bericht/Konferenzband/Gesetzeskommentar › Konferenzbeitrag › Peer-reviewed

Originalsprache	Englisch
Titel	AGILE: GIScience Series
Publikationsstatus	Veröffentlicht - 10 Juni 2022

Systematik der Wissenschaftszweige 2012

211 Andere Technische Wissenschaften

CDL gEOhum: CD Laboratory for geospatial and EO-based humanitarian technologies
Lang, S. (Projektleitung), Füreder, P. (Projektmitarbeiter/in), Wendt, L. (Projektmitarbeiter/in), Schernthanner-Hofer, B. (Projektmitarbeiter/in), Tiede, D. (Projektmitarbeiter/in), Riedler, B. (Projektmitarbeiter/in), Kienberger, S. (Projektmitarbeiter/in), Streifeneder, V. (Projektmitarbeiter/in), Dabiri, Z. (Projektmitarbeiter/in), Jaggy, N. (Projektmitarbeiter/in), Gella, G. W. (Projektmitarbeiter/in), Petutschnig, L. (Projektmitarbeiter/in) & Gao, Y. (Projektmitarbeiter/in)
1/07/20 → 30/06/25
Projekt: Forschung

Dieses zitieren

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title = "Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery",

keywords = "deep learning, remote sensing, Refugee and IDP camps, band selection",

author = "Yunya Gao and Gella, {Getachew Workineh} and Nianhua Liu",

year = "2022",

month = jun,

day = "10",

language = "English",

booktitle = "AGILE: GIScience Series",

}

TY - GEN

T1 - Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

AU - Gao, Yunya

AU - Gella, Getachew Workineh

AU - Liu, Nianhua

PY - 2022/6/10

Y1 - 2022/6/10

KW - deep learning

KW - remote sensing

KW - Refugee and IDP camps

KW - band selection

M3 - Conference contribution

BT - AGILE: GIScience Series

ER -

Assessing the Influences of Band Selection and Pretrained Weights on Semantic-Segmentation-Based Refugee Dwelling Extraction from Satellite Imagery

Systematik der Wissenschaftszweige 2012

Projekte

CDL gEOhum: CD Laboratory for geospatial and EO-based humanitarian technologies

Dieses zitieren