Vectorizing planar roof structure from very high resolution remote sensing images using transformers

ABSTRACTAccurately predicting the geometric structure of a building's roof as a vectorized representation from a raster image is a challenging task in building reconstruction. In this paper, we propose an efficient and precise parsing method called Roof-Former, based on a vision Transformer. Ou...

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Bibliographic Details
Main Authors: Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein, Maarten Vergauwen
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:International Journal of Digital Earth
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2023.2292637