Abstract
The star transform is a generalized Radon transform mapping a function of two variables to its integrals along “star-shaped” trajectories, which consist of a finite number of rays emanating from a common vertex. Such operators appear in mathematical models of various imaging modalities based on scattering of elementary particles. The paper presents a comprehensive study of the inversion of the star transform. We describe the necessary and sufficient conditions for invertibility of the star transform, introduce a new inversion formula and discuss its stability properties. As an unexpected bonus of our approach, we prove a conjecture from algebraic geometry about the zero sets of elementary symmetric polynomials.
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References
Ambartsoumian, G.: Inversion of the V-line Radon transform in a disc and its applications in imaging. Comput. Math. Appl. 64(3), 260–265 (2012)
Ambartsoumian, G.: V-line and conical Radon transforms with applications in imaging, Chapter 7 in The Radon Transform: The First 100 Years and Beyond, R. Ramlau, O. Scherzer (eds.), Radon Series on Computational and Applied Mathematics, De Gruyter (2019)
Ambartsoumian, G., Latifi Jebelli, M.J.: The V-line transform with some generalizations and cone differentiation. Inverse Probl. 35(3), 034003 (2019)
Ambartsoumian, G., Latifi Jebelli, M.J.: Inversion of the star transform, an abstract in Tomographic Inverse Problems: Theory and Applications, M. Burger, B. Hahn and E.T. Quinto (eds.), Oberwolfach Reports, EMS (2019)
Ambartsoumian, G., Moon, S.: A series formula for inversion of the V-line Radon transform in a disc. Comput. Math. Appl. 66(9), 1567–1572 (2013)
Ambartsoumian, G., Roy, S.: Numerical inversion of a broken ray transform arising in single scattering optical tomography. IEEE Trans. Comput. Imaging 2(2), 166–173 (2016)
Conflitti, A.: Zeros of real symmetric polynomials. Appl. Math. E-Notes 6, 219–224 (2006)
Florescu, L., Markel, V., Schotland, J.: Inversion formulas for the broken ray Radon transform. Inverse Probl. 27(2), 025002 (2011)
Florescu, L., Schotland, J., Markel, V.: Single scattering optical tomography. Phys. Rev. E 79(3), 036607 (2009)
Florescu, L., Markel, V., Schotland, J.: Single scattering optical tomography: simultaneous reconstruction of scattering and absorption. Phys. Rev. E 81, 016602 (2010)
Florescu, L., Markel, V., Schotland, J.: Nonreciprocal broken ray transforms with applications to fluorescence imaging. Inverse Probl. 34(9), 094002 (2018)
Gouia-Zarrad, R., Ambartsoumian, G.: Exact inversion of the conical Radon transform with a fixed opening angle. Inverse Probl. 30(4), 045007 (2014)
Haltmeier, M., Moon, S., Schiefeneder, D.: Inversion of the attenuated V-line transform for SPECT with Compton cameras. IEEE Trans. Comput. Imaging 3(4), 853–863 (2017)
Hamaker, C., Smith, K.T., Solomon, D.C., Wagner, S.I.: The divergent beam x-ray transform. Rocky Mt. J. Math. 10, 253–284 (1980)
Katsevich, A., Krylov, R.: Broken ray transform: inversion and a range condition. Inverse Probl. 29(7), 075008 (2013)
Krylov, R., Katsevich, A.: Inversion of the broken ray transform in the case of energy dependent attenuation. Phys. Med. Biol. 60(11), 4313–4334 (2015)
Macdonald, I.G.: Symmetric Functions and Hall Polynomials, 2nd edn. Clarendon Press, Oxford (1998)
Maxim, V., Frandes, M., Prost, R.: Analytical inversion of the Compton transform using the full set of available projections. Inverse Probl. 25(9), 095001 (2009)
Nguyen, M.K., Truong, T.T., Grangeat, P.: Radon transforms on a class of cones with fixed axis direction. J. Phys. A 38(37), 8003–8015 (2005)
Sherson, B.: Some results in single-scattering tomography, PhD Thesis, Oregon State University (2015)
Terzioglu, F.: Some inversion formulas for the cone transform. Inverse Probl. 31(11), 115010 (2015)
Terzioglu, F., Kuchment, P., Kunyansky, L.: Compton camera imaging and the cone transform: a brief overview. Inverse Probl. 34(5), 054002 (2018)
Truong, T.T., Nguyen, M.K.: On new V-line Radon transforms in \({\mathbb{R}}^2\) and their inversion. J. Phys. A 44(7), 075206 (2011)
Truong, T.T., Nguyen, M.K.: New properties of the V-line Radon transform and their imaging applications. J. Phys. A 48(40), 405204 (2015)
Walker, M.R., O’Sullivan, J.A.: The broken ray transform: additional properties and new inversion formula. Inverse Probl. 35(11), 115003 (2019)
Zhao, Z., Schotland, J., Markel, V.: Inversion of the star transform. Inverse Probl. 30(10), 105001 (2014)
Acknowledgements
We would like to thank the anonymous reviewers for several insightful observations that allowed us to shorten some of the proofs and considerably improve the manuscript.
This work was partially funded by NSF grant DMS 1616564 and Simons Foundation grant 360357. The authors are thankful to Alessandro Conflitti for updates about the current status of his conjecture and useful references.
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Ambartsoumian, G., Latifi, M.J. Inversion and Symmetries of the Star Transform. J Geom Anal 31, 11270–11291 (2021). https://doi.org/10.1007/s12220-021-00680-7
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DOI: https://doi.org/10.1007/s12220-021-00680-7
Keywords
- Star transform
- Broken ray
- V-line
- Generalized Radon transforms
- Elementary symmetric polynomials
- Zeros of symmetric polynomials