Building Outline Extraction Directly Using the U²-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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發表在:	Remote Sensing
Main Authors:	Xinchun Wei, Xing Li, Wei Liu, Lianpeng Zhang, Dayu Cheng, Hanyu Ji, Wenzheng Zhang, Kai Yuan
格式:	Article
語言:	英语
出版:	MDPI AG 2021-08-01
主題:	building edge extraction high resolution image semantic segmentation edge detection deep learning
在線閱讀:	https://www.mdpi.com/2072-4292/13/16/3187