Application of Deep Learning for Segmenting Seepages in Levee Systems

Application of Deep Learning for Segmenting Seepages in Levee Systems

Seepage is a typical hydraulic factor that can initiate the breaching process in a levee system. If not identified and treated on time, seepages can be a severe problem for levees, weakening the levee structure and eventually leading to collapse. Therefore, it is essential always to be vigilant with...

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Bibliographic Details
Main Authors: Manisha Panta, Padam Jung Thapa, Md Tamjidul Hoque, Kendall N. Niles, Steve Sloan, Maik Flanagin, Ken Pathak, Mahdi Abdelguerfi
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Remote Sensing
Subjects:
seepages
levee
segmentation
deep learning
u-net
transfer learning
Online Access:https://www.mdpi.com/2072-4292/16/13/2441

Internet

https://www.mdpi.com/2072-4292/16/13/2441

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