Flood Extent Mapping: An Integrated Method Using Deep Learning and Region Growing Using UAV Optical Data

Flood Extent Mapping: An Integrated Method Using Deep Learning and Region Growing Using UAV Optical Data

Flooding occurs frequently and causes loss of lives, and extensive damages to infrastructure and the environment. Accurate and timely mapping of flood extent to ascertain damages is critical and essential for relief activities. Recently, deep-learning-based approaches, including convolutional neural...

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Bibliographic Details
Main Authors: Leila Hashemi-Beni, Asmamaw A. Gebrehiwot
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Convolutional neural network (CNN)
flood mapping
LiDAR
region growing (RG)
remote sensing
Online Access:https://ieeexplore.ieee.org/document/9324919/

Internet

https://ieeexplore.ieee.org/document/9324919/

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