Title

Comparison of Deep Learning approaches in classification of lacial landforms

Journal title

International Journal of Electronics and Telecommunications

Yearbook

2024

Volume

vol. 70

Issue

No 4

Authors

Nadachowski, Paweł ; Łubniewski, Zbigniew ; Trzcińska, Karolina ; Tęgowski, Jarosław

Affiliation

Nadachowski, Paweł : Gdansk University of Technology, Gdansk, Poland ; Łubniewski, Zbigniew : Gdansk University of Technology, Gdansk, Poland ; Trzcińska, Karolina : University of Gdansk, Gdansk, Poland ; Tęgowski, Jarosław : University of Gdansk, Gdansk, Poland

Keywords

Convolutional Neural Network (CNN) ; deep learning ; Digital Elevation Model (DEM) ; Elise glacier ; Gardno- Leba Plain ; glacial landforms ; Lubawa Upland ; Residual Neural Network (ResNet) ; supervised classification ; Svalbard ; VGG ; Vision Transformer (ViT)

Divisions of PAS

Nauki Techniczne

Coverage

823-829

Publisher

Polish Academy of Sciences Committee of Electronics and Telecommunications

Date

18.11.2024

Type

Article

Identifier

DOI: 10.24425/ijet.2024.152066