Automatic Building Extraction From High-Resolution Aerial Imagery via Fully Convolutional Encoder-Decoder Network With Non-Local Block

Automatic Building Extraction From High-Resolution Aerial Imagery via Fully Convolutional Encoder-Decoder Network With Non-Local Block

Extracting buildings automatically from high-resolution aerial images is a significant and fundamental task for various practical applications, such as land-use statistics and urban planning. Recently, various methods based on deep learning, especially the fully convolution networks, achieve impress...

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Bibliographic Details
Main Authors: Shengsheng Wang, Xiaowei Hou, Xin Zhao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep learning
semantic segmentation
fully convolution network
building extraction
non-local method
Online Access:https://ieeexplore.ieee.org/document/8950134/

Internet

https://ieeexplore.ieee.org/document/8950134/

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