ExxonMobil Upstream Research Company, Law Department
Automated seismic interpretation using fully convolutional neural networks
A method to automatically interpret a subsurface feature within geophysical data, the method including: storing, in a computer memory, geophysical data obtained from a survey of a subsurface region; and extracting, with a computer, a feature probability volume by processing the geophysical data with one or more fully convolutional neural networks, which are trained to relate the geophysical data to at least one subsurface feature, wherein the extracting includes fusing together outputs of the one or more fully convolutional neural networks.
ExxonMobil Upstream Research 
Company
G G G G G G G G G
G01V G06N G01V G01V G01V G01V G06N G06K G01V
inventional inventional inventional additional inventional additional inventional inventional inventional
Diego A. Wei D. Niranjan A. D. Braden
Hernandez Liu Subrahmanya Fitz-Gerald