Seismic data analysis

摘要

An approach for seismic data analysis is provided. In accordance with various embodiments, the active learning approaches are employed in conjunction with an analysis algorithm that is used to process the seismic data. Algorithms that may employ such active learning include, but are not limited to, ranking algorithms and classification algorithms. The method comprises the act of accessing a set of seismic data comprising a plurality of features of interest. The plurality of features of interest are processed using a classification algorithm. The classification algorithm outputs a list of possible classifications for each feature of interest. The list of possible classifications are processed using a ranking algorithm. Active learning is applied to the classification algorithm and/or to the ranking algorithm by incorporating the feedback of a reviewer about the classifications and/or the rankings.