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

Kou-Yuan Huang*, K. S. Fu, S. W. Cheng, Z. S. Lin

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)1612-1620
Number of pages9
JournalGeophysics
Volume52
Issue number12
DOIs
StatePublished - 1 Jan 1987

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