On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN

On the Robustness and Generalization Ability of Building Footprint Extraction on the Example of SegNet and Mask R-CNN

Building footprint (BFP) extraction focuses on the precise pixel-wise segmentation of buildings from aerial photographs such as satellite images. BFP extraction is an essential task in remote sensing and represents the foundation for many higher-level analysis tasks, such as disaster management, mon...

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Bibliographic Details
Main Authors: Muntaha Sakeena, Eric Stumpe, Miroslav Despotovic, David Koch, Matthias Zeppelzauer
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Remote Sensing
Subjects:
building footprint extraction
satellite image segmentation
building detection
comparative study
robustness evaluation
Online Access:https://www.mdpi.com/2072-4292/15/8/2135

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