AUTOMATED SEISMIC INTERPRETATION USING FULLY CONVOLUTIONAL NEURAL NETWORKS

摘要

A method to automatically interpret a subsurface feature within geophysicaldata, the method including: storing, in acomputer memory, geophysical data obtained from a survey of a subsurfaceregion; and extracting, with a computer, a feature probabilityvolume by processing the geophysical data with one or more fully convolutionalneural networks, which are trained to relate thegeophysical data to at least one subsurface feature, wherein the extractingincludes fusing together outputs of the one or more fullyconvolutional neural networks.