Full waveform inversion using an automatic directional total variation constraint

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Abstract

    As full waveform inversion (FWI) is a non-unique and typically ill-posed inversion problem, it needs proper regularization. To optimally include geologic information, we propose full waveform inversion with directional total variation as an L1-norm regularization. We design the directional total variation (TV) operator based on the local dip field, derived from the seismic image, instead of ignoring the local structural direction and only using horizontal/vertical gradients in traditional TV. With a synthetic example with complex structures based on the Marmousi model, we demonstrate that the proposed method is much more effective compared to both FWI without regularization and FWI with conventional TV regularization.

    Original languageEnglish
    Title of host publication79th EAGE Conference and Exhibition 2017
    EditorsK. McLachlan
    PublisherEAGE
    Number of pages5
    ISBN (Electronic)9789462822177
    DOIs
    Publication statusPublished - 2017
    Event79th EAGE Conference and Exhibition 2017: Energy, Technology, Sustainability - Time to Open a New Chapter - Paris, France
    Duration: 12 Jun 201715 Jun 2017
    Conference number: 79

    Conference

    Conference79th EAGE Conference and Exhibition 2017
    CountryFrance
    CityParis
    Period12/06/1715/06/17

    Fingerprint

    Dive into the research topics of 'Full waveform inversion using an automatic directional total variation constraint'. Together they form a unique fingerprint.

    Cite this