SYNTACTIC PATTERN-RECOGNITION AND HOUGH TRANSFORMATION FOR RECONSTRUCTION OF SEISMIC PATTERNS

被引：7

作者：

HUANG, KY ^{[1
]}

FU, KS ^{[1
]}

CHENG, SW ^{[1
]}

LIN, ZS ^{[1
]}

机构：

[1] PURDUE UNIV,SCH ELECT ENGN,W LAFAYETTE,IN 47907

来源：

GEOPHYSICS | 1987年 / 52卷 / 12期

关键词：

DATA PROCESSING - Data Reduction and Analysis - MATHEMATICAL TRANSFORMATIONS - Applications - PATTERN RECOGNITION - Theory;

D O I：

10.1190/1.1442278

中图分类号：

P3 [地球物理学]; P59 [地球化学];

学科分类号：

0708 ; 070902 ;

摘要：

Hierarchical syntactic pattern recognition and the Hough transformation are proposed for automatic recognition and reconstruction of seismic patterns in seismograms. In the first step, the patterns are hierarchically decomposed or recognized into single patterns, straight-line patterns, or hyperbolic patterns, using syntactic pattern recognition. In the second step, the Hough transformation technique is used for reconstruction, pattern by pattern. The system of syntactic seismic pattern recognition includes envelope generation, a linking process in the seismogram, segmentation, primitive recognition, grammatical inference, and syntax analysis. The seismic patterns are automatically recognized and reconstructed.

引用

页码：1612 / 1620

页数：9

共 18 条

[1]

Ballard D. H., 1982, COMPUTER VISION

[2] AUTOREGRESSIVE PATTERN-RECOGNITION APPLIED TO THE DELIMITATION OF OIL AND GAS-RESERVOIRS [J].