A review on flood management technologies related to image processing and machine learning

HS Munawar, AWA Hammad, ST Waller - Automation in Construction, 2021 - Elsevier
Flood management, which involves flood prediction, detection, mapping, evacuation, and
relief activities, can be improved via the adoption of state-of-the-art tools and technology …

Flood disaster management: Risks, technologies, and future directions

HS Munawar - Machine Vision Inspection Systems: Image …, 2020 - Wiley Online Library
Flood control and disaster management deal with reduction or prevention of devastating
effects caused by floodwater. The overall aim of this research is to develop an …

[PDF][PDF] After the flood: A novel application of image processing and machine learning for post-flood disaster management

HS Munawar, A Hammad, F Ullah… - Proceedings of the 2nd …, 2019 - academia.edu
Floods are natural disasters and pose a threat to the lives, property, and infrastructure of an
urban area. Though their risk cannot be fully eliminated, several methods can be used to …

How computer vision can facilitate flood management: A systematic review

U Iqbal, P Perez, W Li, J Barthelemy - International Journal of Disaster Risk …, 2021 - Elsevier
Better prediction and monitoring of flood events are key factors contributing to the reduction
of their impact on local communities and infrastructure assets. Flood management involves …

An integrated approach for post-disaster flood management via the use of cutting-edge technologies and UAVs: A review

HS Munawar, AWA Hammad, ST Waller, MJ Thaheem… - Sustainability, 2021 - mdpi.com
Rapid advances that improve flood management have facilitated the disaster response by
providing first aid services, finding safe routes, maintaining communication and developing …

A systematic review of disaster management systems: approaches, challenges, and future directions

SM Khan, I Shafi, WH Butt, IT Diez, MAL Flores… - Land, 2023 - mdpi.com
Disaster management is a critical area that requires efficient methods and techniques to
address various challenges. This comprehensive assessment offers an in-depth overview of …

Flood detection in urban areas using satellite imagery and machine learning

AH Tanim, CB McRae, H Tavakol-Davani, E Goharian - Water, 2022 - mdpi.com
Urban flooding poses risks to the safety of drivers and pedestrians, and damages
infrastructures and lifelines. It is important to accommodate cities and local agencies with …

[HTML][HTML] An integrated convolutional neural network and sorting algorithm for image classification for efficient flood disaster management

MA Islam, SI Rashid, NUI Hossain, R Fleming… - Decision Analytics …, 2023 - Elsevier
Drones are used for post-flood disaster management and delivering relief goods to flood-
affected areas. Autonomous drones are an alternative means of prioritizing assistance due …

Deep convolutional neural network for flood extent mapping using unmanned aerial vehicles data

A Gebrehiwot, L Hashemi-Beni, G Thompson… - Sensors, 2019 - mdpi.com
Flooding is one of the leading threats of natural disasters to human life and property,
especially in densely populated urban areas. Rapid and precise extraction of the flooded …

Computer vision and IoT-based sensors in flood monitoring and mapping: A systematic review

B Arshad, R Ogie, J Barthelemy, B Pradhan… - Sensors, 2019 - mdpi.com
Floods are amongst the most common and devastating of all natural hazards. The alarming
number of flood-related deaths and financial losses suffered annually across the world call …