A review on natural disaster detection in social media and satellite imagery using machine learning and deep learning

S Kaur, S Gupta, S Singh, T Arora - International Journal of Image …, 2022 - World Scientific
A disaster is a devastating incident that causes a serious disruption of the functions of a
community. It leads to loss of human life and environmental and financial losses. Natural …

Social media data extraction for disaster management aid using deep learning techniques

T Vishwanath, RD Shirwaikar, WM Jaiswal… - Remote Sensing …, 2023 - Elsevier
The process of minimizing the damage being caused by disasters through information
gathering, information sharing, disaster planning, problem-solving, and decision-making is …

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

A Asif, S Khatoon, MM Hasan, MA Alshamari… - Journal of Big Data, 2021 - Springer
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 …

Visual attention-based comparative study on disaster detection from social media images

Arif, MA Amin, AA Ali, AKMM Rahman - Innovations in Systems and …, 2020 - Springer
The availability of images of events almost in real-time on social media has a prospect in
many application developments. A humanitarian technology for disaster type and level …

Natural disasters detection in social media and satellite imagery: a survey

N Said, K Ahmad, M Riegler, K Pogorelov… - Multimedia Tools and …, 2019 - Springer
The analysis of natural disaster-related multimedia content got great attention in recent
years. Being one of the most important sources of information, social media have been …

Image classification based on disaster type using deep learning

A Coopen, S Pudaruth - International Journal of Computing and …, 2024 - journal.uob.edu.bh
People nowadays use social media platforms to capture and share real-time incidents in the
form of images, videos and text. However, sharing too much information at once makes it …

[图书][B] Disaster tweet text and image analysis using deep learning approaches

X Li - 2020 - search.proquest.com
Fast analysis of damage information after a disaster can inform responders and aid
agencies, accelerate real-time response, and guide the allocation of resources. Once the …

Hurricane damage detection using machine learning and deep learning techniques: a review

S Kaur, S Gupta, S Singh - IOP Conference Series: Materials …, 2021 - iopscience.iop.org
Hurricane is one of the most disastrous natural disasters causing immense harm to the
ecosystem and economic system worldwide. It is also known as a tropical cyclone. Heavy …

[PDF][PDF] A Comparative Study of Deep Learning Methods for the Detection and Classification of Natural Disasters from Social Media.

S Fontalis, A Zamichos, M Tsourma, A Drosou… - ICPRAM, 2023 - scitepress.org
Disaster Management, defined as a coordinated social effort to successfully prepare for and
respond to disasters, can benefit greatly as an industrial process from modern Deep …

Natural disasters detection and classification based on deep learning

S Sghaier, WA Al-Amri, HA Al Subaie… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
With the technological development that we are witnessing at all times, and the height of the
spread of artificial intelligence in life, all fields have become dependent on it to solve …