Shape reconstruction in 3D electromagnetic induction tomography using a level set technique
نویسندگان
چکیده
We present a novel shape reconstruction technique for 3D low frequency electromagnetic induction tomography which uses a level set representation of the shapes. An efficient adjoint scheme for calculating gradient directions corresponding to the data of each individual probing source is combined with a single-step technique for finding iterative corrections of the latest best guess of the level set function which defines the shapes. We present numerical experiments in 3D which demonstrate that our new technique is able to reconstruct complicated objects buried in the Earth from noisy electromagnetic data in a realistic geophysical setup without a priori knowledge of the topology of the shapes.
منابع مشابه
Shape reconstruction in 3D low-frequency electromagnetic induction tomography using level sets and adjoint fields
Most of the techniques which are used for the electromagnetic imaging of the subsurface have in common that they mathematically define nonlinear inverse problems which are moreover severely ill-posed. This makes it extremely difficult to derive reconstruction algorithms which have the potential of being applied successfully not only to synthetically created data, but also to real data which are...
متن کاملA shape reconstruction method for electromagnetic tomography using adjoint elds and level sets
A two-step shape reconstruction method for electromagnetic (EM) tomography is presented which uses adjoint elds and level sets. The inhomogeneous background permittivity distribution and the values of the permittivities in some penetrable obstacles are assumed to be known, and the number, sizes, shapes, and locations of these obstacles have to be reconstructed given noisy limited-view EM data. ...
متن کاملFour Dimensional Reconstruction Using Ma- Gnetic Induction Tomography: Experimen- Tal Study
Magnetic Induction Tomography (MIT) is a relatively new and emerging type of tomography techniques that is able to map the distribution of all three passive electrical properties (PEPs). Its non-invasive and contactless features make it an attractive technique for many applications compared to the traditional contact electrode based electrical impedance tomography. Recently, MIT has become a pr...
متن کاملRadial-basis-function level-set-based regularized Gauss-Newton-filter reconstruction scheme for dynamic shape tomography.
The dynamic reconstruction problem in tomographic imaging is encountered in several applications, such as species determination, the study of blood flow through arteries/veins, motion compensation in medical imaging, and process tomography. The reconstruction method of choice is the Kalman filter and its variants, which, however, are faced by issues of filter tuning. In addition, since the time...
متن کاملPerformance Evaluation of FBP Reconstruction in SPECT Imaging
Introduction: The purpose of this study is to define the optimal parameters for the tomographic reconstruction procedure in a routine single photon emission tomography. The Hoffman brain phantom is modified to evaluate the reconstruction method. The phantom was imaged in a 3 and 2-dimensional conformation and the results were compared. Materials and Methods: The 2D phant...
متن کامل