Building Extraction Based on U-Net with an Attention Block and Multiple Losses

Semantic segmentation of high-resolution remote sensing images plays an important role in applications for building extraction. However, the current algorithms have some semantic information extraction limitations, and these can lead to poor segmentation results. To extract buildings with high accur...

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Bibliographic Details
Main Authors: Mingqiang Guo, Heng Liu, Yongyang Xu, Ying Huang
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/12/9/1400