公开(公告)号：US10139507B2

公开(公告)日：2018-11-27

申请号：US15011135

申请日：2016-01-29

申请人： Leslie A. Wahrmund ,  Antonio R. C. Paiva ,  Sara E. Hanson-Hedgecock

发明人： Leslie A. Wahrmund ,  Antonio R. C. Paiva ,  Sara E. Hanson-Hedgecock

IPC分类号： G01V9/00 ,  G01V1/28 ,  G01V1/30 ,  G01V99/00 ,  G06N99/00

摘要： A method to classify one or more seismic surfaces or surface patches based on measurements from seismic data, including: obtaining, by a computer, a training set including a plurality of previously obtained and labeled seismic surfaces or surface patches and one or more training seismic attributes measured or calculated at, above, and/or below the seismic surfaces; obtaining, by the computer, one or more unclassified seismic surfaces or surface patches and one or more seismic attributes measured or calculated at, above, and/or below the unclassified seismic surfaces; learning, by the computer, a classification model from the previously obtained and labeled seismic surfaces or surface patches and the one or more training seismic attributes; and classifying, by the computer, the unclassified seismic surfaces or surface patches based on a comparison between the classification model and the unclassified seismic surfaces or surface patches.

公开(公告)号：US20190113638A1

公开(公告)日：2019-04-18

申请号：US16162916

申请日：2018-10-17

申请人： Leslie A. Wahrmund ,  Antonio R.C. Paiva ,  Sara E. Hanson-Hedgecock

发明人： Leslie A. Wahrmund ,  Antonio R.C. Paiva ,  Sara E. Hanson-Hedgecock

IPC分类号： G01V1/28 ,  G06N20/00 ,  G01V99/00 ,  G06N7/00 ,  G01V1/30

摘要： A method to classify one or more seismic surfaces or surface patches based on measurements from seismic data, including: obtaining, by a computer, a training set including a plurality of previously obtained and labeled seismic surfaces or surface patches and one or more training seismic attributes measured or calculated at, above, and/or below the seismic surfaces; obtaining, by the computer, one or more unclassified seismic surfaces or surface patches and one or more seismic attributes measured or calculated at, above, and/or below the unclassified seismic surfaces; learning, by the computer, a classification model from the previously obtained and labeled seismic surfaces or surface patches and the one or more training seismic attributes; and classifying, by the computer, the unclassified seismic surfaces or surface patches based on a comparison between the classification model and the unclassified seismic surfaces or surface patches.