Abstract
This paper deals with the inverse problem of the wave equation, which is of relevance in fields such as ultrasound tomography, seismic imaging, and nondestructive testing. We study the linearized problem by Fourier analysis, and we describe an iterative reconstruction method for the fully nonlinear problem in the time domain. We discuss practical problems such as the spectral incompleteness in reflection imaging and finding a good initial approximation. We demonstrate by numerical reconstructions from synthetic data what can be achieved.
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References
Belishev, M.I., Gotlib, V.Yu: Dynamical variant of the BC-method: theory and numerical testing. J. Inv. Ill-Posed Prob. 7, 221–240 (1999)
Bingham, K., Kurylev, Y., Lassas, M., Siltanen, S.: Iterative time-reversal control for inverse problems. Inverse Prob. Imaging 2, 63–81 (2008)
Borcea, L., Papanicolaou, G., Tsogka, C.: Theory and application of time reversal and interferometric imaging. Inverse Prob. 19, S139–S164 (2003)
Borup, D.T., Johnson, S.A., Kim, W.W., Berggren, M.J.: Nonperturbative diffraction tomography via Gauss–Newton iteration applied to the scattering integral equation. Ultrason. Imaging 14, 69–85 (1992)
Bounheim, A., et al.: FETD simulation of wave propagation modeling the Cari breast sonography. In: Kumar et al. (eds.) Lecture Notes in Computer Science, vol. 2668, pp. 705–714. Springer, New York (2003)
Burger, M., Kaltenbacher, B.: Regularizing Newton–Kaczmarz methods for nonlinear ill-posed problems. SIAM J. Numer. Anal. 44,153–182 (2006)
Burov, A.V., Morozov, S.A., Rumyantseva, O.D.: Reconstruction of fine-scale structure of acoustical scatterer on large-scale contrast background. In: Acoustical Imaging, vol. 26, pp. 231–238. Kluwer Academic/Plenum, New York (2006)
Chen, Yu: Inverse scattering via Heisenberg’s uncertainty principle. Inverse Prob. 13, 253–282 (1997)
Claerbout, J.F.: Fundamentals of Geophysical Data Processing. McGraw-Hill, New York (1976)
Claerbout, J.F.: Imaging the Earth’s Interior. Blackwell, Oxford (1985)
Clemmow, P.: The Plane Wave Spectrum Representation of Electromagnetic Fields. Oxford University Press, New York (1996)
Colton, D., Kress, R.: Inverse Acoustic and Electromagnetic Scattering Theory, 3rd edn. Springer, New York (2013)
DeHoop, M.: Microlocal analysis of seismic inverse scattering. In: Uhlmann, G. (ed.) Inside Out, pp. 219–296. Cambridge University Press, Cambridge (2003)
Devaney, A.J.: A filtered backpropagation algorithm for diffraction tomography. Ultrason. Imaging 4, 336–350 (1982)
Devaney, A.J.: Mathematical Foundations of Imaging, Tomography and Wavefield Inversion. Cambridge University Press, Cambridge (2012)
Dierkes, T., Dorn, O., Natterer, F., Palamodov, V., Sielschott, H.: Fréchet derivatives for some bilinear inverse problems. SIAM J. Appl. Math. 62, 2092–2113 (2002)
Divakar, S.: 3D Ultrasound Medical Imaging from Reflection Data. Master’s thesis, Audiovisual Communications Laboratory (LCAV), École Polytechnique Fédérale de Lausanne (2013)
Dorn, O., Lesselier, D.: Level set methods for inverse scattering. Inverse Prob. 22, R67–R131 (2006)
Dragoset, B., Gabitsch, J.: Introduction to this special section: low-frequency seismic. Lead. Edge 26, 34–36 (2007)
Duric, N., et al.: Development of ultrasound tomography for breast imaging: technical assessment. Med. Phys. 32, 1375–1386 (2005)
Dussik, K.T.: Über die Möglichkeit hochfrequente mechanische Schwingungen als diagnostische Hilfsmittel zu verwenden. Z. f. d. ges. Neurol. u. Psychiat. 174, 143 (1942)
Gauthier, O., Virieux, J., Tarantola, A.: Two-dimensional nonlinear inversion of seismic waveforms: numerical results. Geophysics 51, 1387–1403 (1986)
Goncharsky, A.V., Romanov, S.Y: Supercomputer technologies in inverse problems of ultrasound tomography. Inverse Prob. 29, 075004 (2013)
Gutman, S., Klibanov, M.: Iterative method for multi-dimensional inverse scattering problems at fixed frequencies. Inverse Prob. 10, 573–599 (1994)
Herman, G.T.: Image Reconstruction from Projections. Academic, London (1980)
Hesse, M.C., Salehi, L., Schmitz, G.: Nonlinear simultaneous reconstruction of inhomogeneous compressibility and mass density distributions in unidirectional pulse-echo ultrasound imaging. Phys. Med. Biol. 58, 6163–6178 (2013)
Hohage, T.: On the numerical solution of a three-dimensional inverse medium scattering problem. Inverse Prob. 17(2001), 1743–1763 (2001)
Hristova Y., Kuchment, P., Nguyen, L.: Reconstruction and time reversal in thermoacoustic tomography in acoustically homogeneous and inhomogeneous media. Inverse Prob. 24, 055006 (2008)
Isakov, V.: Inverse Problems for Partial Differential Equations. Applied Mathematical Sciences, vol. 127. Springer, New York (1998)
Jannane, M., et al.: Wavelengths of earth structures that can be resolved from seismic reflection data. Geophysics 54, 906–910 (1989)
Jonas, P., Louis, A.K.: Phase contrast tomography using holographic measurements. Inverse Prob. 20, 75–102 (2004)
Kac, A.C., Slaney, M.: Principle of Computerized Tomographic Imaging. IEEE Press, New York (1988)
Kleinman, R.E., van den Berg, P.M.: A modified gradient method for two-dimensional problems in tomography. J. Comput. Appl. Math. 42, 17–36 (1992)
Kosloff, D., Baysal, E.: Migration with the full acoustic wave equation. Geophysics 48, 677–687 (1983)
Mora, P.: Inversion = migration + tomography. Geophysics 54, 1575–1586 (1989)
Morgan, S.P.: General solution of the Luneburg lens problem. J. Appl. Phys. 29, 1358–1368 (1958)
Nachman, A.I.: Reconstructions from boundary measurements. Ann. Math. 128, 531–576 (1988)
Natterer, F.: Numerical solution of bilinear inverse problems, Technical Report 19/96-N. Fachbereich Mathematik und Informatik der Universität Münster (1996)
Natterer, F.: An algorithm for 3D ultrasound tomography. In: Chavent, G., Sabatier, P. (eds.) Inverse Problems of Wave Propagation. Lecture Notes in Physics, pp. 216–225. Springer, New York (1997)
Natterer, F.: An algorithm for the fully nonlinear inverse scattering problem at fixed frequency. J. Comput. Acoust. 9, 935–940 (2001)
Natterer, F.: An error bound for the Born approximation. Inverse Prob. 20, 447–452 (2004)
Natterer, F.: Ultrasound tomography with fixed linear arrays of transducers. In: Proceedings of the Interdisciplinary Workshop on Mathematical Methods in Biomedical Imaging and Intensity-Modulated Radiation Therapy (IMRT), Pisa (2007)
Natterer, F.: Reflectors in wave equation imaging. Wave Motion 45, 776–784 (2008)
Natterer, F.: Acoustic imaging in 3D. In: Censor, Y., Jiang, M., Wang, G. (eds.) Biomedical Mathematics: Promising Directions in Imaging, Therapy Planning, and Inverse Problems. Medical Physics, Madison (2009)
Natterer, F.: Ultrasound mammography with a mirror. Phys. Med. Biol. 55, N275–N299 (2010)
Natterer, F.: Reflection imaging without low frequencies. Inverse Prob. 27, 035011 (2011)
Natterer, F.: Reflection imaging of layered media without using low frequencies. Inverse Prob. 29, 035001 (2013)
Natterer, F., Klyubina, O.: Initial value techniques for the Helmholtz and Maxwell equations. J. Comput. Math. 25, 368–373 (2007)
Natterer, F., Wübbeling, F.: A propagation-backpropagation method for ultrasound tomography. Inverse Prob. 11, 1225–1232 (1995)
Natterer, F., Wübbeling, F.: Mathematical Methods in Image Reconstruction. SIAM, Philadelphia (2001)
Natterer, F., Wübbeling, F.: Marching schemes for inverse acoustic scattering problems. Numer. Math. 100, 697–710 (2005)
Novikov, R.G.: The \(\bar{\partial }\)-approach to approximate inverse scattering at fixed energy in three dimensions. Int. Math. Res. Pap. 6, 287–349 (2005)
Palamodov, V.P.: Stability of diffraction tomography and a nonlinear “basic theorem”. J. Anal. Math 91, 247–286 (2003)
Palamodov, V.: Inverse scattering as nonlinear tomography. Wave Motion 47, 635–640 (2010)
Pestov, L., Bolgova V., Kazarina, O.: Numerical recovering of a density by the BC-method. Inverse Prob. Imaging 2, 703–712 (2008)
Pintavirooj, C., Sangworasil, M.: Ultrasonic diffraction tomography. Int. J. Appl. Biomed. Eng. 1, 34–40 (2008)
Prada, C., Kerbrat, E., Cassereau, D., Fink, M.: Time reversal techniques in ultrasonic nondestructive testing of scattering media. Special section on electromagnetic and ultrasonic nondestructive evaluation. Inverse Prob. 18, 1761–1773 (2002)
Richter, K.: Clinical amplitude/velocity reconstructive imaging (CARI) - a new sonographic method for detecting breast lesions. Br. J. Radiol. 68, 375–384 (1995)
Sandberg, K., Beylkin, G.: Full wave-equation depth extrapolation for migration. Geophysics 74, WCA121–WCA128 (2009)
Santosa, F., Symes, W.W.: An Analysis of Least-Squares Velocity Inversion. Geophysical Monographs Series, vol. 4. Society of Exploration Geophysics, Tulsa (1989)
Sielschott, H.: Rückpropagationsverfahren für die Wellengleichung in bewegtem Medium. Ph.D. thesis, Preprints Angewandte Mathematik und Informatik, 15/00-N, Münster, Germany (2000). www.math.uni-muenster.de/num/Preprints/2000/sielsch
Sirgue, L., Pratt, R.G.: Efficient waveform inversion and imaging: a strategy for selecting temporal frequencies. Geophysics 69, 231–248 (2004)
Symes, W.W.: The seismic reflection inverse problem. Inverse Prob. 25, 123008, 39 pp. (2009)
Wu, R., Toksöz, M.N.: Diffraction tomography and multisource holography applied to seismic imaging. Geophysics 52, 11–25 (1987)
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Natterer, F. (2015). Sonic Imaging. In: Scherzer, O. (eds) Handbook of Mathematical Methods in Imaging. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-0790-8_37
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DOI: https://doi.org/10.1007/978-1-4939-0790-8_37
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4939-0789-2
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