74 citations · 170 across the 8 of their papers we have counts for
3 papers · 1 filter
Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection
Oluwaseun Joseph Aribido, Ghassan AlRegib, Yazeed Alaudah
We developed two machine learning frameworks that could assist in automated litho-stratigraphic interpretation of seismic volumes without any manual hand labeling from an experienc…
A Directional Coherence Attribute for Seismic Interpretation
Yazeed Alaudah, Ghassan AlRegib
The coherence attribute is one of the most commonly used attributes in seismic interpretation. In this paper, we propose building on the recently introduced Generalized Tensor-base…
Learning to Label Seismic Structures with Deconvolution Networks and Weak Labels
Yazeed Alaudah, Shan Gao, Ghassan AlRegib
Recently, there has been increasing interest in using deep learning techniques for various seismic interpretation tasks. However, unlike shallow machine learning models, deep learn…