Transformer assisted dual U-net for seismic fault detection

Transformer assisted dual U-net for seismic fault detection

Automatic seismic fault identification for seismic data is essential for oil and gas resource exploration. The traditional manual method cannot accommodate the needs of processing massive seismic data. With the development of artificial intelligence technology, deep learning techniques based on patt...

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Bibliographic Details
Main Authors: Zhiwei Wang, Jiachun You, Wei Liu, Xingjian Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Earth Science
Subjects:
transformer
UNET
fault prediction
dual Unet
loss function
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1047626/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2023.1047626/full

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