Road Segmentation Algorithm for Satellite Images Based on Deep Learning

The existing road segmentation methods generally suffer from gradient disappearance, and are limited in feature utilization and semantic segmentation accuracy.To address the problem, a U-Net-based semantic segmentation model is proposed for satellite road images.The dense connection module is used t...

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Bibliographic Details
Published in:Jisuanji gongcheng
Main Author: ZHANG Xinhua, HUANG Mengxing, ZHANG Yu, LI Yuchun, SHAN Yiqing, FENG Siling
Format: Article
Language:English
Published: Editorial Office of Computer Engineering 2021-10-01
Subjects:
deep learning|road segmentation|dense connection module|atrous spatial pyramid pooling(aspp)|attention monitoring mechanism
Online Access:https://www.ecice06.com/fileup/1000-3428/PDF/20211041.pdf

Internet

https://www.ecice06.com/fileup/1000-3428/PDF/20211041.pdf

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