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Reconstruction of missing seismic traces based on sparse dictionary learning and the optimization of measurement matrices

  • Published:2019-04 Issue: Volume:175 Page:719-727
  • ISSN:0920-4105
  • Container-title:Journal of Petroleum Science and Engineering
  • language:en
  • Short-container-title:Journal of Petroleum Science and Engineering

Author:

Sun Hong-Mei,Jia Rui-Sheng,Zhang Xing-Li,Peng Yan-Jun,Lu Xin-Ming

Funder

Key Research and Development Program of Shandong Province

Natural Science Foundation of Shandong Province

China Postdoctoral Science Foundation

Project of Shandong Province High Educational Science and Technology Program

Publisher

Elsevier BV

Subject

Geotechnical Engineering and Engineering Geology,Fuel Technology

Reference43 articles.

1. 3d interpolation of irregular data with a pocs algorithm;Abma;Geophysics,2006

2. K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation;Aharon;IEEE Trans. Signal Process.,2006

3. Application of a radial basis function artificial neural network to seismic data inversion;Baddari;Comput. Geosci.,2009

4. Curvelet-domain joint iterative seismic data reconstruction based on compressed sensing;Bai;Chin. J. Geophys.,2014

5. New tight frames of curvelets and optimal representations of objects with piecewise c2 singularities;Candes;Commun. Pure Appl. Math.,2004

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