Flood Segmentation
Version 1.0.0 (262 KB) by
Costas Panagiotakis
Unsupervised Color Based Flood Segmentation in UAV imagery
This code is a simple (not speed optimized) implementation of Unsupervised Flood Detection method proposed in [1].
You can find more details in
https://sites.google.com/site/costaspanagiotakis/research/flood-detection
Files:
getUFloodDet.m: function that implements Flood Detection method [1]
runUFloodDetLAB.m: script of implemetation of the Flood Detection method [1]
The datasets and code can be found in
https://sites.google.com/site/costaspanagiotakis/research/flood-detection
Short description:
We propose a novel unsupervised semantic segmentation method for fast and accurate flood area detection utilizing color images acquired from Unmanned Aerial Vehicles (UAVs). To our knowledge so far, this is the first fully unsupervised method for flood area segmentation in color images captured by UAVs, without the need of pre-desaster images.
We will appreciate if you cite our papers in your work:
[1] G. Simantiris and C. Panagiotakis, Unsupervised Color Based Flood Segmentation in UAV imagery, Remote Sensing, 2024.
Cite As
Costas Panagiotakis (2024). Flood Segmentation (https://www.mathworks.com/matlabcentral/fileexchange/167961-flood-segmentation), MATLAB Central File Exchange. Retrieved .
https://www.mdpi.com/2072-4292/16/12/2126
[1] G. Simantiris and C. Panagiotakis, Unsupervised Color Based Flood Segmentation in UAV imagery, Remote Sensing, 2024.
MATLAB Release Compatibility
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R2023b
Compatible with any release
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Version | Published | Release Notes | |
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1.0.0 |