ABSTRACT

We propose to use the matching pursuit with time-frequency dictionaries algorithm applied in each geological oriented segment of the temporal seismic trace jointly with the clustering of the Self Organizing Maps (SOM) as a new alternative to build seismic facies maps. The technique was applied to a real data from a deep-water field in the Campos Basin, Brazil.

Keywords:
interpretation, algorithm, artificial intelligence, upstream oil & gas, pursuit algorithm, atom, johann, machine learning, exposition, seismic trace
Subjects:
Reservoir Characterization, Seismic processing and interpretation
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2004. Society of Exploration Geophysicists
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