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• W2517963770 abstract "PreviousNext No AccessSEG Technical Program Expanded Abstracts 2016Multiscale and iterative refinement optical flow (MSIROF) for seismic image registration and gather flattening using multidimensional shiftsAuthors: Qie ZhangBosen DuQie ZhangBPSearch for more papers by this author and Bosen DuBPSearch for more papers by this authorhttps://doi.org/10.1190/segam2016-13954927.1 SectionsSupplemental MaterialAboutPDF/ePub ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinked InRedditEmail Abstract We borrowed a technique referred to as Multi-Scale and Iterative Refinement Optical Flow (MSIROF) from computer vision and applied it to a range of problems that perform seismic data registration. MSIROF produces robust and accurate estimates of multi-dimensional image shifts that outperform existing methods. Moreover, its multi-scale nature enables it to capture large shifts and overcome cycle-skipping in oscillatory images such as seismic images. We applied this tool to both synthetic and field data and showed its effectiveness for handling seismic image matching and gather flattening. Presentation Date: Wednesday, October 19, 2016 Start Time: 4:00:00 PM Location: 146 Presentation Type: ORAL Keywords: gathers, time-lapse, tomography, 4D, stackingPermalink: https://doi.org/10.1190/segam2016-13954927.1FiguresReferencesRelatedDetailsCited bySeismic image registration using multiscale convolutional neural networksArnab Dhara and Claudio Bagaini13 October 2020 | GEOPHYSICS, Vol. 85, No. 6Improving the least-squares image by using angle information to avoid cycle skippingBin He, Yike Liu, and Yanbao Zhang23 October 2019 | GEOPHYSICS, Vol. 84, No. 6Azimuthally sectored TTI FWI and imaging for orthorhombic data using OBN data: A case study from offshore TrinidadHu Jin, Imtiaz Ahmed, James Mika, Chinaemerem Kanu, Kareem Vincent, Pedro Paramo, Bertram Nolte, and Xukai Shen27 August 2018Automated stacking of seismic reflection data based on nonrigid image matchingSönke Reiche and Benjamin Berkels16 March 2018 | GEOPHYSICS, Vol. 83, No. 3Automatic gather flattening for AVO analysis using amplitude-adjusted plane-wave destruction filtersMason Phillips17 August 2017Estimation of timeshifts between time-lapse seismic images using spectral decompositionMason Phillips and Sergey Fomel17 August 2017Reliable picking of residual moveouts for reflection tomographyHu Jin, Imtiaz Ahmed, Rodney Johnston, and Chris Asimakopoulos17 August 2017Mapping Fluid under Complex Salt Structure in the Gulf of Mexico: An integrated approachShenghui Li, Kenny Gullette, Tingting Zhang, Arvind Sharma, and Robert Marten17 August 2017WARpick: A 3D warping tool for seismic gather flatteningQie Zhang, Bosen Du, Qingsong Li, and Kenneth Gullette17 August 2017Focusing long- and short-wavelength velocity errors with RTMMark Roberts17 August 2017AVO and Seismic Inversion I Complete Session17 August 2017Reservoir Characterization II Complete Session17 August 2017Seismic Processing: Migration II Complete Session17 August 2017Seismic Velocity Estimation Complete Session17 August 2017Time Lapse Complete Session17 August 2017Evaluation of time-shift extraction methods on a synthetic model with 4D geomechanical changesChinaemerem Kanu, Aoife Toomey, Linda Hodgson, Mariana Gherasim, Elizabeth L'Heureux, Bosen Du, and Qie Zhang3 October 2016 | The Leading Edge, Vol. 35, No. 10 SEG Technical Program Expanded Abstracts 2016ISSN (print):1052-3812 ISSN (online):1949-4645Copyright: 2016 Pages: 5654 publication data© 2016 Published in electronic format with permission by the Society of Exploration GeophysicistsPublisher:Society of Exploration Geophysicists HistoryPublished Online: 01 Sep 2016 CITATION INFORMATION Qie Zhang and Bosen Du, (2016), Multiscale and iterative refinement optical flow (MSIROF) for seismic image registration and gather flattening using multidimensional shifts, SEG Technical Program Expanded Abstracts : 5468-5472. https://doi.org/10.1190/segam2016-13954927.1 Plain-Language Summary Keywordsgatherstime-lapsetomography4DstackingPDF DownloadLoading ..." @default.
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