DPENet: Dual-path extraction network based on CNN and transformer for accurate building and road extraction

The acceleration of urbanization and the increasing demand for precise city planning have made the extraction of buildings and roads from remote sensing images crucial. Deep learning-based methods have propelled the progress of object extraction technology, but there are still challenges such as the...

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Bibliographic Details
Main Authors: Ziyi Chen, Yuhua Luo, Jing Wang, Jonathan Li, Cheng Wang, Dilong Li
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223003345