Deep Learning Models for Road Passability Detection during Flood Events Using Social Media Data

Deep Learning Models for Road Passability Detection during Flood Events Using Social Media Data

During natural disasters, situational awareness is needed to understand the situation and respond accordingly. A key need is assessing open roads for transporting emergency support to victims. This can be done via analysis of photos from affected areas with known location. This paper studies the pro...

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Bibliographic Details
Main Authors: Laura Lopez-Fuentes, Alessandro Farasin, Mirko Zaffaroni, Harald Skinnemoen, Paolo Garza
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Applied Sciences
Subjects:
flood detection
road passability
image classification
emergencies
social media
deep learning
Online Access:https://www.mdpi.com/2076-3417/10/24/8783

Internet

https://www.mdpi.com/2076-3417/10/24/8783

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