Summary
The problem of inverting the Radon transform, i.e. the reconstruction of a function inR 2 from its line integrals arises e.g. in computerized tomography and in nondestructive testing. In the present paper the least squares method with piecewise constant trial functions is investigated. An error estimate is derived. An implementation using the fast Fourier transform is described and numerical results are reported.
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References
Budinger, T.F., Gullberg, G.T.: Three-dimensional reconstruction in nuclear medicine emission imaging. IEEE Trans. Nuclear Sci.21, 2–20 (1974)
DeBoor, C.: Bounding the error in spline interpolation. SIAM Rev.16, 531–544 (1974)
Frieder, G., Herman, G.T.: Resolution in reconstructing objects from electron micrographs. J. Theoret. Biol.33, 189–211 (1971)
Gelfand, I.M., Graev, M.I., Vilenkin, N.Y.: Generalized functions. Vol. 5. London-New York: Academic Press 1966
Gordon, R. (ed.): Image processing for 2-D and 3-D reconstructions from projections: Theory and practice in medicine and the physical sciences. Optical Society of America, 2000 L Street, N.W., Washington, D.C. 20036, 1975
Gordon, R., Bender, R., Herman, G.T.: Algebraic reconstruction techniques (ART) for three-dimensional electron microscopy and X-ray photography. J. Theoret. Biol.29, 471–481 (1970)
Guenther, R.B., Kerber, C.W., Killian, E.K., Smith, K.T., Wagner, S.L.: Reconstruction of objects from radiographs and the location of brain tumors. Proc. Nat. Acad. Sci. USA71, 4884–4886 (1971)
Kowalski, G.: Reconstruction of objects from their projections. The influence of measurement errors on the reconstruction. IEEE Trans. Nuclear Sci.24, 850–864 (1977)
Kowalski, G., Wagner, W.: Generation of pictures by X-ray scanners. Optica Acta24, 327–348 (1977)
Ludwig, D.: The radon tranform on euclidean space. Comm. Pure Appl. Math. Sci.19, 49–81 (1966)
Natterer, F.: Regularisierung schlecht gestellter Probleme durch Projektionsverfahren. Numer. Math.28, 329–341 (1977)
Pasedach, K.: Einsatz blockzirkulanter Matrizen zur Rekonstruktion einer Funktion aus ihren Linienintegralen. Z. Angew. Math. Mech. (to appear)
Tasto, M.: Reconstruction of objects form noisy projections. Comput. Graphics and Image Processing6, 103–122 (1977)
Witsch, K.: Konvergenzaussagen für Projektionsverfahren bei linearen Operatoren. Numer. Math.27, 339–354 (1977)
Herman, G.T., Lent, A.: Iterative reconstruction algorithms. Comput. Biol. Med.6, 273–294 (1976)
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Natterer, F. Numerical inversion of the Radon transform. Numer. Math. 30, 81–91 (1978). https://doi.org/10.1007/BF01403908
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DOI: https://doi.org/10.1007/BF01403908