Towards Automatic Extraction and Updating of VGI-Based Road Networks Using Deep Learning

This work presents an approach to road network extraction in remote sensing images. In our earlier work, we worked on the extraction of the road network using a multi-agent approach guided by Volunteered Geographic Information (VGI). The limitation of this VGI-only approach is its inability to updat...

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Bibliographic Details
Main Authors: Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung, Farid Melgani
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Remote Sensing
Subjects:
VGI
CNN
Online Access:https://www.mdpi.com/2072-4292/11/9/1012