SEISMIC DATA INTERPOLATION USING NONLINEAR SHAPING REGULARIZATION
文献类型：期刊论文
| 作者 | Chen, Yangkang1; Zhang, Lele2; Mo, Le-Wei3 |
| 刊名 | JOURNAL OF SEISMIC EXPLORATION
 |
| 出版日期 | 2015-09-01 |
| 卷号 | 24期号:4页码:327-342 |
| 关键词 | seismic data interpolation nonlinear shaping regularization faster shaping regularization iterative shrinkage thresholding projection onto convex sets |
| 文献子类 | Article |
| 英文摘要 | Seismic data interpolation plays an indispensable role in common seismic data processing workflows. Iterative shrinkage thresholding (IST) and projection onto convex sets (POCS) can both be considered as a specific form of nonlinear shaping regularization. Compared with linear form of shaping regularization, the nonlinear version can be more adaptive because the shaping operator is not limited to be linear. With a linear combination operator, we introduce a faster version of nonlinear shaping regularization. The new shaping operator utilizes the information of previous model to better constrain the current model. Both synthetic and field data examples demonstrate that the nonlinear shaping regularization can be effectively used to interpolate irregular seismic data and the proposed faster version of shaping regularization can indeed get obvious faster convergence. |
| WOS关键词 | RANDOM NOISE ATTENUATION ; TRACE INTERPOLATION ; RECONSTRUCTION ; DOMAIN ; INFORMATION ; ATTRIBUTES ; RECORDS ; FILTERS |
| WOS研究方向 | Geochemistry & Geophysics |
| 语种 | 英语 |
| WOS记录号 | WOS:000363067900002 |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/62197]  |
| 专题 | 地质与地球物理研究所_中国科学院页岩气与地质工程重点实验室 |
| 作者单位 | 1.Univ Texas Austin, John A & Katherine G Jackson Sch Geosci, Bur Econ Geol, Austin, TX 78713 USA 2.Chinese Acad Sci, Inst Geol & Geophys, Beijing 102200, Peoples R China 3.Fairfield Nodal, Res & Dev Technol Grp, Sugar Land, TX 77478 USA |
| 推荐引用方式 GB/T 7714 | Chen, Yangkang,Zhang, Lele,Mo, Le-Wei. SEISMIC DATA INTERPOLATION USING NONLINEAR SHAPING REGULARIZATION[J]. JOURNAL OF SEISMIC EXPLORATION,2015,24(4):327-342. |
| APA | Chen, Yangkang,Zhang, Lele,&Mo, Le-Wei.(2015).SEISMIC DATA INTERPOLATION USING NONLINEAR SHAPING REGULARIZATION.JOURNAL OF SEISMIC EXPLORATION,24(4),327-342. |
| MLA | Chen, Yangkang,et al."SEISMIC DATA INTERPOLATION USING NONLINEAR SHAPING REGULARIZATION".JOURNAL OF SEISMIC EXPLORATION 24.4(2015):327-342. |
入库方式： OAI收割
来源：地质与地球物理研究所
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