Scattered Mountainous Area Building Extraction From an Open Satellite Imagery Dataset

Building extraction from satellite images has been a hot research topic in the field of remote-sensing image analysis. Most of the related studies are focusing on urban areas with dense populations, while solutions for underpopulated mountainous areas are still missing. Given the scarcity of researc...

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Veröffentlicht in:	IEEE geoscience and remote sensing letters 2023, Vol.20, p.1-5
Hauptverfasser:	Deng, Shengsheng, Wu, Shaolin, Bian, Ang, Zhang, Jianzhou, Di, Baofeng, Nienkotter, Andreas, Deng, Tian, Feng, Tao
Format:	Artikel
Sprache:	eng
Schlagworte:	Building extraction Buildings data augmentation Datasets highly imbalanced dataset Human settlements Image analysis Image processing Image resolution Image segmentation mountainous area Mountainous areas Mountains neural network Neural networks Population density Remote sensing Satellite imagery Satellites Task analysis Urban areas Urban populations
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