UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
UAVs in Disaster Management: Application of Integrated Aerial Imagery and Convolutional Neural Network for Flood Detection
Authors
Keywords
-
Journal
Sustainability
Volume 13, Issue 14, Pages 7547
Publisher
MDPI AG
Online
2021-07-06
DOI
10.3390/su13147547
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review
- (2021) Zakria Qadir et al. COMPUTER COMMUNICATIONS
- Investigating the flood damages in Lower Indus Basin since 2000: Spatiotemporal analyses of the major flood events
- (2021) Salman Atif et al. Natural Hazards
- It’s all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms
- (2021) Fahim Ullah et al. Ain Shams Engineering Journal
- Managing smart cities through six sigma DMADICV method: A review-based conceptual framework
- (2021) Siddra Qayyum et al. Sustainable Cities and Society
- Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: An integrated KANO-SISQual approach
- (2021) Fahim Ullah et al. TELEMATICS AND INFORMATICS
- Energy-efficient task scheduling and physiological assessment in disaster management using UAV-assisted networks
- (2020) Waleed Ejaz et al. COMPUTER COMMUNICATIONS
- Towards minimum code dissemination delay through UAV joint vehicles for smart city
- (2020) yongjian zhao et al. IET Communications
- A Framework for Modeling Flood Depth Using a Hybrid of Hydraulics and Machine Learning
- (2020) Hossein Hosseiny et al. Scientific Reports
- A blockchain-based secure healthcare scheme with the assistance of unmanned aerial vehicle in Internet of Things
- (2020) Anik Islam et al. COMPUTERS & ELECTRICAL ENGINEERING
- Efficient Use of UAVs for Public Safety in Disaster and Crisis Management
- (2020) Noureddine Mehallegue et al. WIRELESS PERSONAL COMMUNICATIONS
- Smart Digital Marketing Capabilities for Sustainable Property Development: A Case of Malaysia
- (2020) Sheen Low et al. Sustainability
- Scheduling of emergency tasks for multiservice UAVs in post-disaster scenarios
- (2020) Cristina Rottondi et al. Computer Networks
- An integrated approach of flash flood analysis in ungauged Mediterranean watersheds using post‐flood surveys and unmanned aerial vehicles
- (2020) Aristeidis Kastridis et al. HYDROLOGICAL PROCESSES
- A hybrid deep learning-based fruit classification using attention model and convolution autoencoder
- (2020) Gang Xue et al. Complex & Intelligent Systems
- Rebar detection and localization for bridge deck inspection and evaluation using deep residual networks
- (2020) Habib Ahmed et al. AUTOMATION IN CONSTRUCTION
- Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran
- (2020) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- Deep Convolutional Neural Network for Flood Extent Mapping Using Unmanned Aerial Vehicles Data
- (2019) Asmamaw Gebrehiwot et al. SENSORS
- Automatic detection of passable roads after floods in remote sensed and social media data
- (2019) Kashif Ahmad et al. SIGNAL PROCESSING-IMAGE COMMUNICATION
- Urban flood mapping with an active self-learning convolutional neural network based on TerraSAR-X intensity and interferometric coherence
- (2019) Yu Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification
- (2019) Shahab Eddin Jozdani et al. Remote Sensing
- A Review of Underground Pipeline Leakage and Sinkhole Monitoring Methods Based on Wireless Sensor Networking
- (2019) Haibat Ali et al. Sustainability
- Flood prediction based on weather parameters using deep learning
- (2019) Suresh Sankaranarayanan et al. Journal of Water and Climate Change
- Hazard from Himalayan glacier lake outburst floods
- (2019) Georg Veh et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- An integrated framework for high-resolution urban flood modelling considering multiple information sources and urban features
- (2018) Yuntao Wang et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Social media and satellites
- (2018) Kashif Ahmad et al. MULTIMEDIA TOOLS AND APPLICATIONS
- A Systematic Review of Smart Real Estate Technology: Drivers of, and Barriers to, the Use of Digital Disruptive Technologies and Online Platforms
- (2018) Fahim Ullah et al. Sustainability
- Application of Artificial Neural Networks for Accuracy Enhancements of Real-Time Flood Forecasting in the Imjin Basin
- (2018) Aida Jabbari et al. Water
- Perspectives for flood risk assessment and management for mega-city metro system
- (2018) Hai-Min Lyu et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network
- (2017) Gang Fu et al. Remote Sensing
- Flash Flood Detection in Urban Cities Using Ultrasonic and Infrared Sensors
- (2016) Mustafa Mousa et al. IEEE SENSORS JOURNAL
- A New Semiautomated Detection Mapping of Flood Extent From TerraSAR-X Satellite Image Using Rule-Based Classification and Taguchi Optimization Techniques
- (2016) Biswajeet Pradhan et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Determinants of household flood evacuation mode choice in a developing country
- (2016) Hector R. Lim et al. NATURAL HAZARDS
- Assessing the utility of social media as a data source for flood risk management using a real-time modelling framework
- (2015) L. Smith et al. Journal of Flood Risk Management
- Examining the Capability of Supervised Machine Learning Classifiers in Extracting Flooded Areas from Landsat TM Imagery: A Case Study from a Mediterranean Flood
- (2015) Gareth Ireland et al. Remote Sensing
- 3D Convolutional Neural Networks for Human Action Recognition
- (2012) Shuiwang Ji et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Flood Detection in Urban Areas Using TerraSAR-X
- (2009) D.C. Mason et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Deep, Narrow Sigmoid Belief Networks Are Universal Approximators
- (2008) Ilya Sutskever et al. NEURAL COMPUTATION
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now