Automated Method of Road Extraction from Aerial Images Using a Deep Convolutional Neural Network

Updating road networks using remote sensing imagery is among the most important topics in city planning, traffic management and disaster management. As a good alternative to manual methods, which are considered to be expensive and time consuming, deep learning techniques provide great improvements i...

Full description

Bibliographic Details
Main Authors: Tamara Alshaikhli, Wen Liu, Yoshihisa Maruyama
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/22/4825