Decoupled deblurring filter and its application to elastic migration and inversion

Zongcai Feng; Gerard T. Schuster; Wei Dai

doi:10.1190/segam2017-17677303.1

Decoupled deblurring filter and its application to elastic migration and inversion

Zongcai Feng, Gerard T. Schuster, Wei Dai

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

We present a decoupled deblurring filter that approximates the multiparameter Hessian inverse by using local filters to approximate its submatrices for the same and different parameter classes. Numerical tests show that the filter not only reduces the footprint noise, balances the amplitudes and increases the resolution of the elastic migration images, but also mitigates the crosstalk artifacts. When used as a preconditioner, it accelerates the convergence rate for elastic inversion.

Original language	English (US)
Title of host publication	SEG Technical Program Expanded Abstracts 2017
Publisher	Society of Exploration Geophysicists
DOIs	https://doi.org/10.1190/segam2017-17677303.1
State	Published - Aug 17 2017

Bibliographical note

KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: The research is supported by the King Abdullah University of Science and Technology (KAUST) in Thuwal, Saudi Arabia. We are grateful to the sponsors of the Center for Subsurface Imaging and Modeling (CSIM) Consortium for their financial support. The computation resource provided by the KAUST Supercomputing Laboratory (KSL) is greatly appreciated.

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10.1190/segam2017-17677303.1

https://repository.kaust.edu.sa/bitstream/10754/625380/1/segam2017-17677303.1.pdf

Cite this

@inproceedings{235b71dc44c542598c884313ff304c4b,

title = "Decoupled deblurring filter and its application to elastic migration and inversion",

abstract = "We present a decoupled deblurring filter that approximates the multiparameter Hessian inverse by using local filters to approximate its submatrices for the same and different parameter classes. Numerical tests show that the filter not only reduces the footprint noise, balances the amplitudes and increases the resolution of the elastic migration images, but also mitigates the crosstalk artifacts. When used as a preconditioner, it accelerates the convergence rate for elastic inversion.",

author = "Zongcai Feng and Schuster, {Gerard T.} and Wei Dai",

note = "KAUST Repository Item: Exported on 2020-10-01 Acknowledgements: The research is supported by the King Abdullah University of Science and Technology (KAUST) in Thuwal, Saudi Arabia. We are grateful to the sponsors of the Center for Subsurface Imaging and Modeling (CSIM) Consortium for their financial support. The computation resource provided by the KAUST Supercomputing Laboratory (KSL) is greatly appreciated.",

year = "2017",

month = aug,

day = "17",

doi = "10.1190/segam2017-17677303.1",

language = "English (US)",

booktitle = "SEG Technical Program Expanded Abstracts 2017",

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T1 - Decoupled deblurring filter and its application to elastic migration and inversion

AU - Feng, Zongcai

AU - Schuster, Gerard T.

AU - Dai, Wei

N1 - KAUST Repository Item: Exported on 2020-10-01 Acknowledgements: The research is supported by the King Abdullah University of Science and Technology (KAUST) in Thuwal, Saudi Arabia. We are grateful to the sponsors of the Center for Subsurface Imaging and Modeling (CSIM) Consortium for their financial support. The computation resource provided by the KAUST Supercomputing Laboratory (KSL) is greatly appreciated.

PY - 2017/8/17

Y1 - 2017/8/17

N2 - We present a decoupled deblurring filter that approximates the multiparameter Hessian inverse by using local filters to approximate its submatrices for the same and different parameter classes. Numerical tests show that the filter not only reduces the footprint noise, balances the amplitudes and increases the resolution of the elastic migration images, but also mitigates the crosstalk artifacts. When used as a preconditioner, it accelerates the convergence rate for elastic inversion.

AB - We present a decoupled deblurring filter that approximates the multiparameter Hessian inverse by using local filters to approximate its submatrices for the same and different parameter classes. Numerical tests show that the filter not only reduces the footprint noise, balances the amplitudes and increases the resolution of the elastic migration images, but also mitigates the crosstalk artifacts. When used as a preconditioner, it accelerates the convergence rate for elastic inversion.

UR - http://hdl.handle.net/10754/625380

UR - http://library.seg.org/doi/10.1190/segam2017-17677303.1

U2 - 10.1190/segam2017-17677303.1

DO - 10.1190/segam2017-17677303.1

M3 - Conference contribution

BT - SEG Technical Program Expanded Abstracts 2017

PB - Society of Exploration Geophysicists

ER -

Decoupled deblurring filter and its application to elastic migration and inversion

Abstract

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