Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

Abstract Social media postings are increasingly being used in modern days disaster management. Along with the textual information, the contexts and cues inherent in the images posted on social media play an important role in identifying appropriate emergency responses to a particular disaster. In th...

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Bibliographic Details
Main Authors: Amna Asif, Shaheen Khatoon, Md Maruf Hasan, Majed A. Alshamari, Sherif Abdou, Khaled Mostafa Elsayed, Mohsen Rashwan
Format: Article
Language:English
Published: SpringerOpen 2021-06-01
Series:Journal of Big Data
Subjects:
Convolutional neural networks
Image classification
Object detection
Disaster management
Online Access:https://doi.org/10.1186/s40537-021-00471-5

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