Literature review on deep learning for the segmentation of seismic images

This systematic literature review provides a comprehensive overview of the current state of deep learning (DL) specifically targeted at semantic segmentation in seismic data, with a particular focus on facies segmentation. We begin by comparing the contributions of DL to traditional techniques used...

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Veröffentlicht in:	Earth-science reviews 2024-11, Vol.258, p.104955, Article 104955
Hauptverfasser:	Monteiro, Bruno A.A., Canguçu, Gabriel L., Jorge, Leonardo M.S., Vareto, Rafael H., Oliveira, Bryan S., Silva, Thales H., Lima, Luiz Alberto, Machado, Alexei M.C., Schwartz, William Robson, Vaz-de-Melo, Pedro O.S.
Format:	Artikel
Sprache:	eng
Schlagworte:	data collection Deep learning geophysics image interpretation Literature review Segmentation Seismic facies Seismic image Semantic segmentation
Online-Zugang:	Volltext
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