Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks

Danilo Calhes, Felipe K. Kobayashi,Andrea Britto Mattos,Maysa M. G. Macedo,Dario A. B Oliveira

2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)(2021)

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摘要
Seismic image processing plays a significant role in geological exploration as it conditions much of the interpretation performance. The interpretation process comprises several tasks, and Horizon Picking is one of the most time-consuming. Thereat, several works proposed methods for picking horizons automatically, mostly focusing on increasing the accuracy of data-driven approaches, by employing, ...
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关键词
Training,Graphics,Image segmentation,Annotations,Geology,Semantics,Neural networks
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