Browsing by Subject "aerial images"

Now showing items 1-4 of 4

The application of a car confidence feature for the classification of cross-roads using conditional random fields

Kosov, Sergej; Rottensteiner, Franz; Heipke, Christian; Leitloff, Jens; Hinz, Stefan (Göttingen : Copernicus GmbH, 2013)

The precise classification and reconstruction of crossroads from multiple aerial images is a challenging problem in remote sensing. We apply the Conditional Random Fields (CRF) approach to this problem, a probabilistic ...
Deep domain adaptation by weighted entropy minimization for the classification of aerial images

Wittich, Dennis (Katlenburg-Lindau : Copernicus Publications, 2020)

Fully convolutional neural networks (FCN) are successfully used for the automated pixel-wise classification of aerial images and possibly additional data. However, they require many labelled training samples to perform ...
Textursynthese und -analyse für Anwendungen der Kartographie und Luftbildauswertung

Stahlhut, Oliver (Hannover : Universität, 2004)

[no abstract]
Using semantically paired images to improve domain adaptation for the semantic segmentation of aerial images

Gritzner, D.; Ostermann, J. (Katlenburg-Lindau : Copernicus Publications, 2020)

Modern machine learning, especially deep learning, which is used in a variety of applications, requires a lot of labelled data for model training. Having an insufficient amount of training examples leads to models which ...

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