Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery

Urban research is progressively moving towards fine-grained simulation and requires more granular and accurate geospatial data. In comparison to building footprints, roof structure lines (RSLs) are finer-grained elements of building roofs that provide a more sophisticated data reference. However, ge...

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Bibliographic Details

Published in:	International Journal of Applied Earth Observations and Geoinformation
Main Authors:	Zhen Qian, Min Chen, Teng Zhong, Fan Zhang, Rui Zhu, Zhixin Zhang, Kai Zhang, Zhuo Sun, Guonian Lü
Format:	Article
Language:	English
Published:	Elsevier 2022-03-01
Subjects:	Deep learning Roof Structure Lines Satellite Imagery Fine-grained Geospatial Data
Online Access:	http://www.sciencedirect.com/science/article/pii/S030324342200006X