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Seismic image texture enhancement denoising using fractional time integral and diffusion tensor

  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, we propose a new approach devoted to the denoising and the enhancing of strongly oriented seismic image. The approach is based on diffusion tensor and fractional time integral which can be written as a Volterra matrix-valued equation when our method applies to seismic image. Since the fractional integral equation interpolates a linear parabolic equation and a hyperbolic equation, the solution enjoys intermediate properties. The Volterra equation introduced is well-posed for all time t 0 . Since the seismic image shows the typical line-like texture character, diffusion tensor is introduced to analysis such features. In contrast to many other nonlinear diffusion techniques, such as scalar diffusivity, diffusion tensor allows real anisotropic behavior. The preferred diffusion direction is determined according to the eigenvectors of the structure tensor, and the diffusivity in this direction is controlled by the eigenvalues. The coherent seismic events and some important geology structures reflected by them can be preserved and enhanced in our framework. The improvements achieved by our approach are illustrated with real seismic data experiments.

源语言英语
主期刊名Society of Exploration Geophysicists International Exposition and 83rd Annual Meeting, SEG 2013
主期刊副标题Expanding Geophysical Frontiers
出版商Society of Exploration Geophysicists
4314-4319
页数6
ISBN(印刷版)9781629931883
DOI
出版状态已出版 - 2013
活动Society of Exploration Geophysicists International Exposition and 83rd Annual Meeting: Expanding Geophysical Frontiers, SEG 2013 - Houston, 美国
期限: 22 9月 201327 9月 2013

丛书

姓名Society of Exploration Geophysicists International Exposition and 83rd Annual Meeting, SEG 2013: Expanding Geophysical Frontiers

会议

会议Society of Exploration Geophysicists International Exposition and 83rd Annual Meeting: Expanding Geophysical Frontiers, SEG 2013
国家/地区美国
Houston
时期22/09/1327/09/13

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