Browsing by Subject "Land use database"

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CNN-based multi-scale hierarchical land use classification for the verification of geospatial databases

Yang, C.; Rottensteiner, F.; Heipke, C. (Katlenburg-Lindau : Copernicus Publications, 2021)

Land use is an important piece of information with many applications. Commonly, land use is stored in geospatial databases in the form of polygons with corresponding land use labels and attributes according to an object ...
Towards better classification of land cover and land use based on convolutional neural networks

Yang, C.; Rottensteiner, F.; Heipke, C. (Göttingen : Copernicus, 2019)

Land use and land cover are two important variables in remote sensing. Commonly, the information of land use is stored in geospatial databases. In order to update such databases, we present a new approach to determine the ...
A two-layer Conditional Random Field model for simultaneous classification of land cover and land use

Albert, Lena; Rottensteiner, Franz; Heipke, Christian (Göttingen : Copernicus GmbH, 2014)

This paper proposes a two-layer Conditional Random Field model for simultaneous classification of land cover and land use. Both classification tasks are integrated into a unified graphical model, which is reasonable due ...

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