Automatic Building Extraction on High-Resolution Remote Sensing Imagery Using Deep Convolutional Encoder-Decoder With Spatial Pyramid Pooling

Automatic Building Extraction on High-Resolution Remote Sensing Imagery Using Deep Convolutional Encoder-Decoder With Spatial Pyramid Pooling

Automatic extraction of buildings from remote sensing imagery plays a significant role in many applications, such as urban planning and monitoring changes to land cover. Various building segmentation methods have been proposed for visible remote sensing images, especially state-of-the-art methods ba...

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Bibliographic Details
Main Authors: Yaohui Liu, Lutz Gross, Zhiqiang Li, Xiaoli Li, Xiwei Fan, Wenhua Qi
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Deep learning
high-resolution remote sensing imagery
building extraction
fully convolutional networks
encoder-decoder
Online Access:https://ieeexplore.ieee.org/document/8832142/

Internet

https://ieeexplore.ieee.org/document/8832142/

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