Semantic Segmentation and Edge Detection—Approach to Road Detection in Very High Resolution Satellite Images

Semantic Segmentation and Edge Detection—Approach to Road Detection in Very High Resolution Satellite Images

Road detection technology plays an essential role in a variety of applications, such as urban planning, map updating, traffic monitoring and automatic vehicle navigation. Recently, there has been much development in detecting roads in high-resolution (HR) satellite images based on semantic segmentat...

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Bibliographic Details
Main Authors: Hamza Ghandorh, Wadii Boulila, Sharjeel Masood, Anis Koubaa, Fawad Ahmed, Jawad Ahmad
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Remote Sensing
Subjects:
deep learning
convolutional neural networks
2D attention
satellite images
road segmentation
edge detection
Online Access:https://www.mdpi.com/2072-4292/14/3/613

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