Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems

Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems

Sand boils can contribute to the liquefaction of a portion of the levee, leading to levee failure. Accurately detecting and segmenting sand boils is crucial for effectively monitoring and maintaining levee systems. This paper presents SandBoilNet, a fully convolutional neural network with skip conne...

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Bibliographic Details
Main Authors: Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Falanagin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Sand boils
levee
segmentation
deep learning
u-net
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10311565/

Internet

https://ieeexplore.ieee.org/document/10311565/

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