ENGLISH

Syntactic Pattern Recognition for Seismic Oil Exploration

Book information

Year
2002
ISBN
9810246005, 9789810246006, 9789812775740
LCC
TN271.P4 H88 2002
Open Library ID
OL3658333M
Language
english
Format
PDF
Filesize
5 MB (4826027 bytes)
Edition
1st
Pages
200\149
Time added
2011-06-04 13:46:07

Description

The use of pattern recognition has become more and more important in seismic oil exploration. Interpreting a large volume of seismic data is a challenging problem. Seismic reflection data in the one-shot seismogram and stacked seismogram may contain some structural information from the response of the subsurface. Syntactic/structural pattern recognition techniques can recognize the structural seismic patterns and improve seismic interpretations. The syntactic analysis methods include: (1) the error-correcting finite-state parsing; (2) the modified error-correcting Earley's parsing; (3) the parsing using the match primitive measure; (4) the Levenshtein distance computation; (5) the likelihood ratio test; (6) the error-correcting tree automata; and (7) a hierarchical system. Syntactic seismic pattern recognition can be one of the milestones of a geophysical intelligent interpretation system. The syntactic methods in this book can be applied to other areas, such as the medical diagnosis system. The work should be of interest to geophysicists, computer scientists and electrical engineers.

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