Abstract:
In this paper, numerical methods for reconstruction of the singular support of a vector field from its known longitudinal and (or) transverse ray transforms are proposed. Apart from a modification for the Vainberg operator, we use integral operators of angular moments and back projections as well as differential operators of tensor analysis for solving the problem. Results of numerical simulation for reconstructing discontinuous vector fields and with discontinuities in the derivatives are presented. Visualization of their singular support is shown.
Key words:
vector tomography, tensor field, Radon transform, ray transform, angular moment, back projection, inversion formulas, singular support, visualization.
Citation:
E. Yu. Derevtsov, V. V. Pickalov, “Reconstruction of vector fields and their singularities from ray transforms”, Sib. Zh. Vychisl. Mat., 14:1 (2011), 29–46; Num. Anal. Appl., 4:1 (2011), 21–35
\Bibitem{DerPic11}
\by E.~Yu.~Derevtsov, V.~V.~Pickalov
\paper Reconstruction of vector fields and their singularities from ray transforms
\jour Sib. Zh. Vychisl. Mat.
\yr 2011
\vol 14
\issue 1
\pages 29--46
\mathnet{http://mi.mathnet.ru/sjvm424}
\transl
\jour Num. Anal. Appl.
\yr 2011
\vol 4
\issue 1
\pages 21--35
\crossref{https://doi.org/10.1134/S1995423911010034}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-79952477299}
Linking options:
https://www.mathnet.ru/eng/sjvm424
https://www.mathnet.ru/eng/sjvm/v14/i1/p29
This publication is cited in the following 15 articles:
Gaik Ambartsoumian, Mohammad J. Latifi Jebelli, Rohit K. Mishra, “Numerical Implementation of Generalized V-Line Transforms on 2D Vector Fields and their Inversions”, SIAM J. Imaging Sci., 17:1 (2024), 595
David Omogbhe, Kamran Sadiq, “On the X-ray transform of planar symmetric tensors”, Journal of Inverse and Ill-posed Problems, 2023
Derevtsov E.Yu., Maltseva V S., “Recovery of a Vector Field in the Cylinder By Its Jointly Known Nmr Images and Ray Transforms”, Sib. Electron. Math. Rep., 18 (2021), 86–103
V V Pickalov, “Approximate filtered back-projection algorithm for plane curves in tomography problems”, J. Phys.: Conf. Ser., 1715:1 (2021), 012039
Ambartsoumian G., Jebelli Mohammad Javad Latifi, Mishra R.K., “Generalized V-Line Transforms in 2D Vector Tomography”, Inverse Probl., 36:10 (2020), 104002
Krishnan V.P., Mishra R.K., Monard F., “On Solenoidal-Injective and Injective Ray Transforms of Tensor Fields on Surfaces”, J. Inverse Ill-Posed Probl., 27:4 (2019), 527–538
E. Yu. Derevtsov, S. V. Maltseva, I. E. Svetov, “Determination of discontinuities of a function in a domain with refraction from its attenuated ray transform”, J. Appl. Industr. Math., 12:4 (2018), 619–641
Kazantsev D., Pickalov V., Nagella S., Pasca E., Withers Ph.J., “Tomophantom, a Software Package to Generate 2D-4D Analytical Phantoms For Ct Image Reconstruction Algorithm Benchmarks”, SoftwareX, 7 (2018), 150–155
A. Koulouri, M. Brookes, V. Rimpilaeinen, “Vector tomography for reconstructing electric fields with non-zero divergence in bounded domains”, J. Comput. Phys., 329 (2017), 73–90
E. Yu. Derevtsov, S. V. Maltseva, I. E. Svetov, M. A. Sultanov, “On a problem of reconstruction of discontinuities of a function by its attenuated ray transform along geodesics”, International Conference Functional Analysis in Interdisciplinary Applications (FAIA 2017), AIP Conf. Proc., 1880, eds. T. Kalmenov, M. Sadybekov, Amer. Inst. Phys., 2017, UNSP 060004
F. Monard, “Efficient tensor tomography in fan-beam coordinates”, Inverse Probl. Imaging, 10:2 (2016), 433–459
D. V. Kurlikovskii, A. L. Ageev, T. V. Antonova, “Issledovanie porogovogo (korrelyatsionnogo) metoda i ego prilozhenie k lokalizatsii osobennostei”, Sib. elektron. matem. izv., 13 (2016), 829–848
E. Yu. Derevtsov, S. V. Maltseva, I. E. Svetov, M. A. Sultanov, “On a problem of reconstruction of a discontinuous function by its Radon transform”, International Conference on Analysis and Applied Mathematics (ICAAM 2016), AIP Conf. Proc., 1759, eds. A. Ashyralyev, A. Lukashov, Amer. Inst. Phys., 2016, 020019
E. Yu. Derevtsov, S. V. Maltseva, “Reconstruction of a singular support of a tensor field given in refractive medium by its ray transform”, J. Appl. Industr. Math., 9:4 (2015), 447–460
T. V. Antonova, “Localization method for lines of discontinuity of approximately defined function of two variables”, Num. Anal. Appl., 5:4 (2012), 285–296