Dual-Stream Feature Extraction Network Based on CNN and Transformer for Building Extraction

Dual-Stream Feature Extraction Network Based on CNN and Transformer for Building Extraction

Automatically extracting 2D buildings from high-resolution remote sensing images is among the most popular research directions in the area of remote sensing information extraction. Semantic segmentation based on a CNN or transformer has greatly improved building extraction accuracy. A CNN is good at...

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Bibliographic Details
Main Authors: Liegang Xia, Shulin Mi, Junxia Zhang, Jiancheng Luo, Zhanfeng Shen, Yubin Cheng
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
building extraction
convolutional neural network (CNN)
high-resolution remote sensing image
transformer
semantic segmentation
Online Access:https://www.mdpi.com/2072-4292/15/10/2689

Internet

https://www.mdpi.com/2072-4292/15/10/2689

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