Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images

Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images

Efficient and accurate road extraction from remote sensing imagery is important for applications related to navigation and Geographic Information System updating. Existing data-driven methods based on semantic segmentation recognize roads from images pixel by pixel, which generally uses only local s...

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Bibliographic Details
Main Authors: Shengfu Li, Cheng Liao, Yulin Ding, Han Hu, Yang Jia, Min Chen, Bo Xu, Xuming Ge, Tianyang Liu, Di Wu
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
road extraction
remote sensing imagery
semantic segmentation
deep learning
attention mechanism
Online Access:https://www.mdpi.com/2220-9964/11/1/9

Internet

https://www.mdpi.com/2220-9964/11/1/9

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