anti-aliasing filter for reverse-time migration · anti-aliasing ˜lter for kirchho˚ migration but...

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Anti-aliasing Filter for Reverse-time Migration G. Zhan* and G.T.Schuster We develop an anti-aliasing filter for reverse-time migration (RTM). It is similar to the traditional antialiasing filter used for Kirchhoff migration (KM) except it is applied to both primary and multiple reflection events. 01 INTRODUCTION RTM operation can be interpreted as a dot-product of the kernel fingerprint G(g|x)G(x|s) with the common-shot-gather fingerprint D(g|s) and the result m(x) is the RTM image. If the trial image point is at an actual scatterer, then the fingerprints of the CSG and migration kernel will be a good match and the dot-product will return a large value. If the trial image point is far from any reflector, then the CSG and kernel fingerprints will be mismatched and the dot-product will yield a low magnitude. This description defines the dot-product interpretation of migration, and we will now refer to G(g|x)G(x|s) and D(g|s) as kernel and data fingerprints, respectively. Migration as Fingerprint Matching METHOD Kirchhoff migration operator t x Primary migration operator t x Multiple migration operators t x t x Anti-aliasing Filter KM Fingerprint Matching RTM Fingerprint Matching x t Compute the migration kernel fingerprint and measure the local dip; step1 Apply low-pass-filters to every time sample of the kernel so that the anti-aliasing condition is satisfied; Take dot-products of the filtered migration kernel with recorded data to get the image. The resulting image will be free of aliasing artifacts. step2 step3

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Page 1: Anti-aliasing Filter for Reverse-time Migration · anti-aliasing ˜lter for Kirchho˚ migration but accounts for both primary and multiples. The resulting RTM image is free of aliasing

Anti-aliasing Filter for Reverse-time MigrationG. Zhan* and G.T.Schuster

We develop an anti-aliasing �lter for reverse-time migration (RTM). It is similar to the traditional antialiasing �lter used for Kirchho� migration(KM) except it is applied to both primary and multiple re�ection events.

01

INTRODUCTION

RTM operation can be interpreted as a dot-product of the kernel �ngerprint G(g|x)G(x|s) with the common-shot-gather�ngerprint D(g|s)

and the result m(x) is the RTM image. If the trial image point is at an actual scatterer, then the �ngerprints ofthe CSG and migration kernel will be a good match and the dot-productwill return a large value.

If the trial image point is far from any re�ector, then the CSG and kernel �ngerprints will be mismatched and the dot-product will yield a low magnitude.

This description de�nes the dot-product interpretation of migration,and we will now refer to G(g|x)G(x|s) and D(g|s) as kernel and data �ngerprints, respectively.

Migration as Fingerprint Matching

METHOD

Kirchhoff migration operator

t

x

Primary migration operator

t

x

Multiplemigration operators

t x t

x

Anti-aliasing Filter

KM Fingerprint Matching RTM Fingerprint Matching

x

t

Compute the migration kernel �ngerprint and measure the local dip;step1

Apply low-pass-�lters to every time sample of the kernel so that theanti-aliasing condition is satis�ed;

Take dot-products of the �ltered migration kernel with recorded datato get the image. The resulting image will be free of aliasing artifacts.

step2

step3

Page 2: Anti-aliasing Filter for Reverse-time Migration · anti-aliasing ˜lter for Kirchho˚ migration but accounts for both primary and multiples. The resulting RTM image is free of aliasing

RESULTS

Synthetic Model and Shot-gather

CONCLUSIONS

An anti-aliasing �lter for RTM is proposed. It is similar to the traditionalanti-aliasing �lter for Kirchho� migration but accounts for both primaryand multiples.

The resulting RTM image is free of aliasing artifacts.Advantage

Migration Fingerprint

Kirchho� Migration Image

Reverse-time Migration Image

Disadvantage

The main disadvantage of applying this anti-aliasing �lter is the increasedcomputational cost compared to standard RTM.

KM RTM

aliased anti-aliased

aliased anti-aliased