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October 2002
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224 Reads
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180 Citations
The Leading Edge
An application of textural analysis to 3D seismic volumes is presented. As such, image textural analysis are combined with a neural network classification to quantitatively map seismic facies in three-dimensional data. Seismic facies analysis is a powerful qualitative technique used in stratigraphic analysis from seismic data and in hydrocarbon exploration.
... Gray-level co-occurrence matrices (GLCMs) are used to represent the joint distribu-tion of pixel values at different relative positions (Haralick et al., 1973), from which various statistics are derived to measure the texture (West et al., 2002;Gao, 2003;Chopra and Alexeev, 2006;Yenugu et al., 2010). STA is a valuable tool for characterizing and predicting reservoir parameters, providing insights into the distribution, volume, and connectivity of hydrocarbon-bearing facies (Chopra and Alexeev, 2006;Yenugu et al., 2010). ...
October 2002
The Leading Edge
