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

  • Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationSociety of Exploration Geophysicists International Exposition and 83rd Annual Meeting, SEG 2013
Subtitle of host publicationExpanding Geophysical Frontiers
PublisherSociety of Exploration Geophysicists
Pages4314-4319
Number of pages6
ISBN (Print)9781629931883
DOIs
StatePublished - 2013
EventSociety of Exploration Geophysicists International Exposition and 83rd Annual Meeting: Expanding Geophysical Frontiers, SEG 2013 - Houston, United States
Duration: 22 Sep 201327 Sep 2013

Publication series

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

Conference

ConferenceSociety of Exploration Geophysicists International Exposition and 83rd Annual Meeting: Expanding Geophysical Frontiers, SEG 2013
Country/TerritoryUnited States
CityHouston
Period22/09/1327/09/13

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