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Improving seismic horizon matching by ordinal measuresby: M. Aurnhammer, R. Mayoral
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on In Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on, Vol. 3 (2004), pp. 642-645 Vol.3.
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AbstractMany processing and interpretation tasks of seismic images are based on cross-correlation (CC) as a measure of similarity of reflection patterns. Although, CC has several advantages over other correlation methods, it is very sensitive to nonlinear intensity variations or single outliers, which are however characteristic for seismic data. We show for the example of horizon matching across faults, that more robust ordinal measures can perform better, especially in case of poor data quality.
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