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- W2326962988 abstract "PreviousNext No AccessSEG Technical Program Expanded Abstracts 2012Seismic instantaneous frequency regularization via Stockwell transformAuthors: Qiang LiJinghuai GaoXiaokai WangQiang LiInstitute of Wave and Information, Xi'an Jiaotong UniversitySearch for more papers by this author, Jinghuai GaoInstitute of Wave and Information, Xi'an Jiaotong UniversitySearch for more papers by this author, and Xiaokai WangInstitute of Wave and Information, Xi'an Jiaotong UniversitySearch for more papers by this authorhttps://doi.org/10.1190/segam2012-0396.1 SectionsAboutPDF/ePub ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinked InRedditEmail Abstract Seismic instantaneous frequency (IF) is a useful attribute for characterizing depositional features from seismic data. However, commonly used IF estimations methods are sensitive to noise and also suffer from meaningless values. In this paper, we propose an IF regularization method based on time-frequency analysis. The Stockwell transform (ST), which has an advantage in providing multi-resolution time-frequency analysis while retaining the absolute phase of each frequency component, is used for IF regularization. We firstly decompose the estimated IF into the ST domain. By considering that most geologic changes are expressed only in certain local spectral ranges, we utilize an instantaneous amplitude parameterized low pass filter to identify the spectral ranges of IF from the multi-resolution results. After inverse ST is taken, noise and meaningless values are removed, and the regularized IF becomes more useful for describing geological features. The synthetic and real data examples demonstrate the effectiveness of our method. Permalink: https://doi.org/10.1190/segam2012-0396.1FiguresReferencesRelatedDetails SEG Technical Program Expanded Abstracts 2012ISSN (print):1052-3812 ISSN (online):1949-4645Copyright: 2012 Pages: 4609 Publisher:Society of Exploration Geophysicists HistoryPublished Online: 25 Oct 2012 CITATION INFORMATION Qiang Li, Jinghuai Gao, and Xiaokai Wang, (2012), Seismic instantaneous frequency regularization via Stockwell transform, SEG Technical Program Expanded Abstracts : 1-5. https://doi.org/10.1190/segam2012-0396.1 Plain-Language Summary PDF DownloadLoading ..." @default.
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- W2326962988 title "Seismic instantaneous frequency regularization via Stockwell transform" @default.
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