Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework

Deep learning-based models for building delineation from remotely sensed images face the challenge of producing precise and regular building outlines. This study investigates the combination of normalized digital surface models (nDSMs) with aerial images to optimize the extraction of building polygo...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Xiaoyu Sun, Wufan Zhao, Raian V. Maretto, Claudio Persello
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-11-01
Edice:	Remote Sensing
Témata:	building outline delineation convolutional neural networks regularized polygonization frame field
On-line přístup:	https://www.mdpi.com/2072-4292/13/22/4700
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!