Automatic Creation of Storm Impact Database Based on Video Monitoring and Convolutional Neural Networks

Automatic Creation of Storm Impact Database Based on Video Monitoring and Convolutional Neural Networks

Data about storm impacts are essential for the disaster risk reduction process, but unlike data about storm characteristics, they are not routinely collected. In this paper, we demonstrate the high potential of convolutional neural networks to automatically constitute storm impact database using tim...

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Bibliographic Details
Main Authors: Aurelien Callens, Denis Morichon, Pedro Liria, Irati Epelde, Benoit Liquet
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Remote Sensing
Subjects:
convolutional neural networks
storm impact database
transfer learning
video monitoring
Online Access:https://www.mdpi.com/2072-4292/13/10/1933

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