A new denoising strategy and the X-shaped supplement denoising operator targeting time-reversed mirror imaging technique

Author:

Zhang Lingli1,Ren Yuxiao1,Chen Lei1ORCID,Wang Kai2,Xu Xinji1,Xu Xiaobin2,Fu Chao1

Affiliation:

1. Geotechnical and Structural Engineering Research Center, Shandong University, Jinan, Shandong, 250061, China

2. Qilu Transportation Development Group Co., Ltd, Jinan, Shandong, 250061, China

Abstract

Abstract Imaging of vertical structures is a challenge in the seismic imaging field. The conventional imaging methods for vertical structures are highly dependent on the reference model or boreholes. Time-reversed mirror imaging can effectively image the vertical structures based on the multiples and a smoothed velocity model without the need of accurate seismic wavelet estimation. Although the Laplacian operator is applied in time-reversed mirror imaging, there still exists severe residual noise. In this study, we developed a new imaging denoising strategy and an X-shaped supplement denoising operator for time-reversed mirror imaging based on the geometric features of the image and the causes of imaging noise. Synthetic results for the single- and double-staircase model prove the powerful denoising capacity of the X-shaped supplement denoising operator. In addition, the results of a Marmousi model prove that the X-shaped denoising operator can also effectively suppress the noise when applying time-reversed mirror imaging method to image complex inclined structures. However, the X-shaped denoising operator still contains some limitations, such as non-amplitude-preserving.

Funder

Science & Technology Program of Department of Transport of Shandong Province

Publisher

Oxford University Press (OUP)

Subject

Management, Monitoring, Policy and Law,Industrial and Manufacturing Engineering,Geology,Geophysics

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1. A new reverse-time migration denoising method based on diffusion filtering with X-shaped denoising operator;Second International Meeting for Applied Geoscience & Energy;2022-08-15

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