Current Density Impedance Imaging of an Anisotropic Conductivity in a Known Conformal Class

We present a procedure for recovering the conformal factor of an anisotropic conductivity matrix in a known conformal class in a domain in $\mathbb{R}^n$ with $n\geq 2$. The method requires one internal measurement together with a priori knowledge of the conformal class of the conductivity matrix. This problem arises in the medical imaging modality of current density impedance imaging (CDII), and the interior data needed can be obtained using MRI-based techniques for measuring current densities (CDI) and diffusion tensors (DTI). We show that the corresponding electric potential is the unique solution of a constrained minimization problem with respect to a weighted total variation functional defined in terms of the physical measurements. Further, we show that the associated equipotential surfaces are area minimizing with respect to a Riemannian metric obtained from the data. The results are also extended to allow the presence of perfectly conducting and/or insulating inclusions.

[1]  Adrian Nachman,et al.  Reconstruction of Planar Conductivities in Subdomains from Incomplete Data , 2010, SIAM J. Appl. Math..

[2]  D. Isaacson Distinguishability of Conductivities by Electric Current Computed Tomography , 1986, IEEE Transactions on Medical Imaging.

[3]  Guillaume Bal,et al.  Hybrid inverse problems and internal functionals , 2011, 1110.4733.

[4]  Gunther Uhlmann,et al.  Electrical impedance tomography and Calderón's problem , 2009 .

[5]  H. Fédérer Geometric Measure Theory , 1969 .

[6]  Existence and uniqueness of minimizers of general least gradient problems , 2013, 1305.0535.

[7]  Eric Bonnetier,et al.  Electrical Impedance Tomography by Elastic Deformation , 2008, SIAM J. Appl. Math..

[8]  Biao Yin,et al.  Gradient Estimates for the Perfect Conductivity Problem , 2006 .

[9]  R M Henkelman,et al.  Measurement of nonuniform current density by magnetic resonance. , 1991, IEEE transactions on medical imaging.

[10]  Enrico Bombieri,et al.  Minimal cones and the Bernstein problem , 1969 .

[11]  O. Martio Counterexamples for unique continuation , 1988 .

[12]  G. Bellettini,et al.  A notion of total variation depending on a metric with discontinuous coefficients , 1994 .

[13]  G. M.,et al.  Partial Differential Equations I , 2023, Applied Mathematical Sciences.

[14]  Peter Kuchment,et al.  Mathematics of Hybrid Imaging: A Brief Review , 2011, 1107.2447.

[15]  Ohin Kwon,et al.  On a Nonlinear Partial Differential Equation Arising in Magnetic Resonance Electrical Impedance Tomography , 2002, SIAM J. Math. Anal..

[16]  Angela W. Ma,et al.  Current Density Impedance Imaging , 2008, IEEE Transactions on Medical Imaging.

[17]  Alexandru Tamasan,et al.  Conductivity imaging with a single measurement of boundary and interior data , 2007 .

[18]  E. Giusti Minimal surfaces and functions of bounded variation , 1977 .

[19]  Lihong V. Wang,et al.  Acousto-electric tomography , 2004, SPIE BiOS.

[20]  F. John Partial differential equations , 1967 .

[21]  Eung Je Woo,et al.  Electrical tissue property imaging using MRI at dc and Larmor frequency , 2012 .

[22]  G. Alberti A Lusin Type Theorem for Gradients , 1991 .

[23]  P. Nicholson,et al.  Specific impedance of cerebral white matter. , 1965, Experimental neurology.

[24]  John M. Lee Introduction to Smooth Manifolds , 2002 .

[25]  B. Roth The Electrical Conductivity of Tissues , 1999 .

[26]  Rocco Pierri,et al.  Imaging perfectly conducting objects as support of induced currents: Kirchhoff approximation and frequency diversity. , 2002, Journal of the Optical Society of America. A, Optics, image science, and vision.

[27]  C. Kenig,et al.  Limiting Carleman weights and anisotropic inverse problems , 2008, 0803.3508.

[28]  Francesco Maggi,et al.  Sets of Finite Perimeter and Geometric Variational Problems: SETS OF FINITE PERIMETER , 2012 .

[29]  Josselin Garnier,et al.  Imaging Schemes for Perfectly Conducting Cracks , 2011, SIAM J. Appl. Math..

[30]  Alexandru Tamasan,et al.  Recovering the conductivity from a single measurement of interior data , 2009 .

[31]  Peter Kuchment,et al.  Synthetic focusing in ultrasound modulated tomography , 2009, 0901.2552.

[32]  Niculae Mandache,et al.  Exponential instability in an inverse problem for the Schrodinger equation , 2001 .

[33]  M. Joy,et al.  In vivo detection of applied electric currents by magnetic resonance imaging. , 1989, Magnetic resonance imaging.

[34]  A. Dale,et al.  Conductivity tensor mapping of the human brain using diffusion tensor MRI , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[35]  L. Evans Measure theory and fine properties of functions , 1992 .

[36]  Otmar Scherzer,et al.  Impedance-Acoustic Tomography , 2008, SIAM J. Appl. Math..

[37]  A. Tamasan,et al.  Uniqueness of minimizers of weighted least gradient problems arising in conductivity imaging , 2014, 1404.5992.

[38]  William S. Massey,et al.  Algebraic Topology: An Introduction , 1977 .

[39]  C. Kenig,et al.  Reconstructions from boundary measurements on admissible manifolds , 2010, 1011.0749.