Focusing inversion technique applied to radar tomographic data
Type
Extended abstract
Language
English
Status
Published
Journal
Date Issued
September 4, 2005
Conference Location
Palermo, Italy
Alternative Location
Abstract
Traveltime tomography is a very effective tool to reconstruct acoustic, seismic or
electromagnetic wave speed distribution. To infer the velocity image of the medium from the
measurements of first arrivals is a typical example of ill-posed problem. In the framework of
Tikhonov regularization theory, in order to replace an ill-posed problem by a well-posed one
and to get a unique and stable solution, a stabilizing functional (stabilizer) has to be
introduced. The stabilizer selects the desired solution from a class of solutions with a specific
physical and/or geometrical property; e.g., the existence of sharp boundaries separating media
with different petrophysical parameters. Usually stabilizers based on maximum smoothness
criteria are used during the inversion process; in these cases the solutions provide smooth
images which, in many situations, do not describe the examined objects properly. Recently a
new algorithm of direct minimization of the Tikhonov parametric functional with minimum
support stabilizer has been introduced; it produces clear and focused images of targets with
sharp boundaries. In this research we apply this new technique to real radar tomographic data
and we compare the obtained result with the solution generated by the more traditional
minimum norm stabilizer.
electromagnetic wave speed distribution. To infer the velocity image of the medium from the
measurements of first arrivals is a typical example of ill-posed problem. In the framework of
Tikhonov regularization theory, in order to replace an ill-posed problem by a well-posed one
and to get a unique and stable solution, a stabilizing functional (stabilizer) has to be
introduced. The stabilizer selects the desired solution from a class of solutions with a specific
physical and/or geometrical property; e.g., the existence of sharp boundaries separating media
with different petrophysical parameters. Usually stabilizers based on maximum smoothness
criteria are used during the inversion process; in these cases the solutions provide smooth
images which, in many situations, do not describe the examined objects properly. Recently a
new algorithm of direct minimization of the Tikhonov parametric functional with minimum
support stabilizer has been introduced; it produces clear and focused images of targets with
sharp boundaries. In this research we apply this new technique to real radar tomographic data
and we compare the obtained result with the solution generated by the more traditional
minimum norm stabilizer.
References
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study in a near-surface rock mass Geophysics 58 1748-1763
Wong J 2000 Crosshole seismic imaging for sulfide orebody delineation near Sudbury, Ontario,
Canada Geophysics 65 1900-1907
Valle S and Zanzi L 1998 Traveltime radar tomography for NDT on masonry and concrete
structures Europ. Journ. of Environmental and Eng. Geophysics 2 229-246
Valle S, Zanzi L and Rocca F 1999 Radar tomography for NDT: comparison of techniques Journ.
of Applied Geophysics 41 259-269
Geman D and G Reynolds 1992 Constrained restoration and the recovery of discontinuities IEEE
Transactions on Pattern Analysis and Machine Intelligence 14 367-383
Geman D and Yang C 1995 Nonlinear image recovery with half-quadratic regularization IEEE
Transactions on Image Processing 4 932-946
Vogel C R 1997 Nonsmooth regularization, Inverse Problems in Geophysical Applications (H. W.
Engl., A. K. Louis, and W. Rundell, SIAM: Philadelphia) pp 1-11
Portniaguine O and Zhdanov M S 1999 Focusing geophysical inversion images Geophysics 64
874-887
Bertete-Aguirre H, Cherkaev E and Oristaglio M 2002 Non-smooth gravity problem with total
variation penalization functional Geophys. J. Int 149 499-507
Zhdanov M S 2002 Geophysical Inverse Theory and Regularization problems (Amsterdam:
North-Holland/American Elsevier) p 609
Vignoli G and Zhdanov M S 2005 Sharp boundary inversion in 3-D traveltime tomography Proc.
Ann. Mtg. Consortium for Electromagnetic Modeling and Inversion 229-243
[12] Vignoli G and Zhdanov M S 2004 Sharp boundary imaging in croswell seismic tomography Proc.
Ann. Mtg. Consortium for Electromagnetic Modeling and Inversion 155-172
Zhdanov M S and Tolstaya E 2004 Minimum support nonlinear parametrization in the solution of
3-D magnetotelluric inverse problem Inverse Problems 20 937-952
Zhdanov M S, Vignoli G and Ueda T 2005 Sharp boundary inversion in crosswell travel-time
tomography submitted to: Journal of Geophysics and Engineering
study in a near-surface rock mass Geophysics 58 1748-1763
Wong J 2000 Crosshole seismic imaging for sulfide orebody delineation near Sudbury, Ontario,
Canada Geophysics 65 1900-1907
Valle S and Zanzi L 1998 Traveltime radar tomography for NDT on masonry and concrete
structures Europ. Journ. of Environmental and Eng. Geophysics 2 229-246
Valle S, Zanzi L and Rocca F 1999 Radar tomography for NDT: comparison of techniques Journ.
of Applied Geophysics 41 259-269
Geman D and G Reynolds 1992 Constrained restoration and the recovery of discontinuities IEEE
Transactions on Pattern Analysis and Machine Intelligence 14 367-383
Geman D and Yang C 1995 Nonlinear image recovery with half-quadratic regularization IEEE
Transactions on Image Processing 4 932-946
Vogel C R 1997 Nonsmooth regularization, Inverse Problems in Geophysical Applications (H. W.
Engl., A. K. Louis, and W. Rundell, SIAM: Philadelphia) pp 1-11
Portniaguine O and Zhdanov M S 1999 Focusing geophysical inversion images Geophysics 64
874-887
Bertete-Aguirre H, Cherkaev E and Oristaglio M 2002 Non-smooth gravity problem with total
variation penalization functional Geophys. J. Int 149 499-507
Zhdanov M S 2002 Geophysical Inverse Theory and Regularization problems (Amsterdam:
North-Holland/American Elsevier) p 609
Vignoli G and Zhdanov M S 2005 Sharp boundary inversion in 3-D traveltime tomography Proc.
Ann. Mtg. Consortium for Electromagnetic Modeling and Inversion 229-243
[12] Vignoli G and Zhdanov M S 2004 Sharp boundary imaging in croswell seismic tomography Proc.
Ann. Mtg. Consortium for Electromagnetic Modeling and Inversion 155-172
Zhdanov M S and Tolstaya E 2004 Minimum support nonlinear parametrization in the solution of
3-D magnetotelluric inverse problem Inverse Problems 20 937-952
Zhdanov M S, Vignoli G and Ueda T 2005 Sharp boundary inversion in crosswell travel-time
tomography submitted to: Journal of Geophysics and Engineering
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