Road Extraction by Using Atrous Spatial Pyramid Pooling Integrated Encoder-Decoder Network and Structural Similarity Loss

Road Extraction by Using Atrous Spatial Pyramid Pooling Integrated Encoder-Decoder Network and Structural Similarity Loss

The technology used for road extraction from remote sensing images plays an important role in urban planning, traffic management, navigation, and other geographic applications. Although deep learning methods have greatly enhanced the development of road extractions in recent years, this technology i...

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Bibliographic Details
Main Authors: Hao He, Dongfang Yang, Shicheng Wang, Shuyang Wang, Yongfei Li
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Remote Sensing
Subjects:
deep learning
remote sensing
road extraction
semantic segmentation
structural similarity
Online Access:https://www.mdpi.com/2072-4292/11/9/1015

Internet

https://www.mdpi.com/2072-4292/11/9/1015

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