Understanding the Effect of Different Prior Knowledge on CNN Fault Interpreter

As deep learning (DL) models have been successfully applied to various image processing tasks, DL models, particularly convolutional neural networks (CNN), have been introduced into the geosciences to assist geologists in faster seismic interpretation. However, the generalization of DL-based fault i...

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Bibliographic Details
Main Authors: Yu An, Ruihai Dong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10043685/