automated seismic interpretation using fully convolutional neural networks

摘要

a method to automatically interpret a subsurface characteristic within geophysical data, the method including: storing, in a computer memory, geophysical data obtained from a survey of a subsurface region; and extract, with a computer, a volume of characteristic probability by processing the geophysical data with one or more fully convolutional neural networks, trained to relate the geophysical data to at least one subsurface characteristic, where the extraction includes merging the outputs of one or more fully convolutional neural networks.