Building Outline Extraction Directly Using the U<sup>2</sup>-Net Semantic Segmentation Model from High-Resolution Aerial Images and a Comparison Study

Building Outline Extraction Directly Using the U<sup>2</sup>-Net Semantic Segmentation Model from High-Resolution Aerial Images and a Comparison Study

Deep learning techniques have greatly improved the efficiency and accuracy of building extraction using remote sensing images. However, high-quality building outline extraction results that can be applied to the field of surveying and mapping remain a significant challenge. In practice, most buildin...

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Bibliographic Details
Main Authors: Xinchun Wei, Xing Li, Wei Liu, Lianpeng Zhang, Dayu Cheng, Hanyu Ji, Wenzheng Zhang, Kai Yuan
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
building edge extraction
high resolution image
semantic segmentation
edge detection
deep learning
Online Access:https://www.mdpi.com/2072-4292/13/16/3187

Internet

https://www.mdpi.com/2072-4292/13/16/3187

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