EXPERT GUIDED KNOWLEDGE ACQUISITION SYSTEM FOR ANALYZING SEISMIC DATA

    公开(公告)号:US20170254910A1

    公开(公告)日:2017-09-07

    申请号:US15061800

    申请日:2016-03-04

    CPC classification number: G01V1/302 G01V1/301 G01V2210/64 G01V2210/641

    Abstract: A method includes retrieving a seismic data set, receiving training data that includes one or more seed points of an identified geobody, determining a geobody trajectory of the identified geobody, based on the one or more seed points of the identified geobody, displaying the geobody trajectory, receiving inputs expanding the geobody trajectory, shrinking the geobody trajectory, confirming the geobody trajectory, or a combination thereof, training a classification algorithm using the geobody trajectory, running the classification algorithm on the seismic data set, receiving an output of one or more sets of voxels from the classification algorithm, skeletonizing the one or more sets of voxels to present the one or more sets of voxels as a set of possible geobody trajectories, and retraining the classification algorithm based on feedback received from a reviewer.

    Seismic data analysis
    3.
    发明授权
    Seismic data analysis 有权
    地震资料分析

    公开(公告)号:US09297918B2

    公开(公告)日:2016-03-29

    申请号:US13729769

    申请日:2012-12-28

    CPC classification number: G06N99/005 G01V1/301 G01V99/00 G01V2210/64

    Abstract: 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.

    Abstract translation: 提供了一种地震数据分析方法。 根据各种实施例,主动学习方法与用于处理地震数据的分析算法结合使用。 可以采用这种主动学习的算法包括但不限于排序算法和分类算法。

    SEISMIC DATA ANALYSIS
    4.
    发明申请
    SEISMIC DATA ANALYSIS 有权
    地震数据分析

    公开(公告)号:US20140188769A1

    公开(公告)日:2014-07-03

    申请号:US13729769

    申请日:2012-12-28

    CPC classification number: G06N99/005 G01V1/301 G01V99/00 G01V2210/64

    Abstract: 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.

    Abstract translation: 提供了一种地震数据分析方法。 根据各种实施例,主动学习方法与用于处理地震数据的分析算法结合使用。 可以采用这种主动学习的算法包括但不限于排序算法和分类算法。

    Expert guided knowledge acquisition system for analyzing seismic data

    公开(公告)号:US10036820B2

    公开(公告)日:2018-07-31

    申请号:US15061800

    申请日:2016-03-04

    CPC classification number: G01V1/302 G01V1/301 G01V2210/64 G01V2210/641

    Abstract: A method includes retrieving a seismic data set, receiving training data that includes one or more seed points of an identified geobody, determining a geobody trajectory of the identified geobody, based on the one or more seed points of the identified geobody, displaying the geobody trajectory, receiving inputs expanding the geobody trajectory, shrinking the geobody trajectory, confirming the geobody trajectory, or a combination thereof, training a classification algorithm using the geobody trajectory, running the classification algorithm on the seismic data set, receiving an output of one or more sets of voxels from the classification algorithm, skeletonizing the one or more sets of voxels to present the one or more sets of voxels as a set of possible geobody trajectories, and retraining the classification algorithm based on feedback received from a reviewer.

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