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Proceedings Paper

Pattern Recognition In Geophysical Exploration
Author(s): William E. Snydsman; Fred Aminzadeh; Charles B. Weil
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Paper Abstract

Image processing and pattern recognition techniques are used in many aspects of seismic data processing and interpretation. These tools can effectively complement and simplify the task of the geophysicist and geologist in detecting and mapping potential hydrocarbon reservoirs. In the past, seismic interpretation was concerned mainly with mapping subsurface structures. With the advent of digital field recording and improved signal processing techniques, it became clear that the seismic section contains more than just structural information. The data contain details about attenuation and other attributes of the seismic signal that can be used to indirectly determine rock properties. The geophysicist now has the capability not only to map structure but to determine subsurface lithology. Image processing and pattern recognition techniques are being used to classify and sort the myriad of data available into an easily understood depiction of subsurface structure and lithology. This paper consists of an overview of the seismic technique and recent applications of pattern recognition to seismic exploration. A case history is presented showing how pattern recognition techniques were used to locate the termination of a gas-bearing sandstone between a producing well and a dry well.

Paper Details

Date Published: 10 September 1987
PDF: 8 pages
Proc. SPIE 0768, Pattern Recognition and Acoustical Imaging, (10 September 1987); doi: 10.1117/12.940248
Show Author Affiliations
William E. Snydsman, Unocal Science & Technology Division (United States)
Fred Aminzadeh, Unocal Science & Technology Division (United States)
Charles B. Weil, Unocal Science & Technology Division (United States)


Published in SPIE Proceedings Vol. 0768:
Pattern Recognition and Acoustical Imaging
Leonard A. Ferrari, Editor(s)

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