A Multiscale Attention-Guided UNet++ with Edge Constraint for Building Extraction from High Spatial Resolution Imagery

A Multiscale Attention-Guided UNet++ with Edge Constraint for Building Extraction from High Spatial Resolution Imagery

Building extraction from high spatial resolution imagery (HSRI) plays an important role in the remotely sensed imagery application fields. However, automatically extracting buildings from HSRI is still a challenging task due to such factors as large size variations of buildings, background complexit...

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Bibliographic Details
Main Authors: Hua Zhao, Hua Zhang, Xiangcheng Zheng
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
building extraction
high spatial resolution imagery (HSRI)
UNet++
Online Access:https://www.mdpi.com/2076-3417/12/12/5960

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