An alternative derivation of Katsevich's cone-beam reconstruction formula.

In this paper an alternative derivation of Katsevich's cone-beam image reconstruction algorithm is presented. The starting point is the classical Tuy's inversion formula. After (i) using the hidden symmetries of the intermediate functions, (ii) handling the redundant data by weighting them, (iii) changing the weighted average into an integral over the source trajectory parameter, and (iv) imposing an additional constraint on the weighting function, a filtered backprojection reconstruction formula from cone beam projections is derived. The following features are emphasized in the present paper: First, the nontangential condition in Tuy's original data sufficiency conditions has been relaxed. Second, a practical regularization scheme to handle the singularity is proposed. Third, the derivation in the cone beam case is in the same fashion as that in the fan-beam case. Our final cone-beam reconstruction formula is the same as the one discovered by Katsevich in his most recent paper. However, the data sufficiency conditions and the regularization scheme of singularities are different. A detailed comparison between these two methods is presented.

[1]  Ronald N. Bracewell,et al.  The Fourier Transform and Its Applications , 1966 .

[2]  H. Tuy AN INVERSION FORMULA FOR CONE-BEAM RECONSTRUCTION* , 1983 .

[3]  L. Feldkamp,et al.  Practical cone-beam algorithm , 1984 .

[4]  Bruce D. Smith Image Reconstruction from Cone-Beam Projections: Necessary and Sufficient Conditions and Reconstruction Methods , 1985, IEEE Transactions on Medical Imaging.

[5]  F. Natterer The Mathematics of Computerized Tomography , 1986 .

[6]  P. Grangeat Mathematical framework of cone beam 3D reconstruction via the first derivative of the radon transform , 1991 .

[7]  G T Gullberg,et al.  A cone-beam tomography algorithm for orthogonal circle-and-line orbit. , 1992, Physics in medicine and biology.

[8]  G Wang,et al.  Helical CT image noise--analytical results. , 1993, Medical physics.

[9]  G. Wang,et al.  A general cone-beam reconstruction algorithm , 1993, IEEE Trans. Medical Imaging.

[10]  Tsuneo Saito,et al.  Derivation and implementation of a cone-beam reconstruction algorithm for nonplanar orbits , 1994, IEEE Trans. Medical Imaging.

[11]  Rolf Clackdoyle,et al.  Overview of reconstruction algorithms for exact cone-beam tomography , 1994, Optics & Photonics.

[12]  G. Zeng,et al.  Implementation of Tuy's cone-beam inversion formula. , 1994, Physics in medicine and biology.

[13]  Rolf Clackdoyle,et al.  A cone-beam reconstruction algorithm using shift-variant filtering and cone-beam backprojection , 1994, IEEE Trans. Medical Imaging.

[14]  C Axelsson,et al.  Three-dimensional reconstruction from cone-beam data in O(N3logN) time , 1994, Physics in medicine and biology.

[15]  Alexander Katsevich,et al.  Theoretically Exact Filtered Backprojection-Type Inversion Algorithm for Spiral CT , 2002, SIAM J. Appl. Math..

[16]  A. Katsevich Analysis of an exact inversion algorithm for spiral cone-beam CT. , 2002, Physics in medicine and biology.

[17]  Xiaochuan Pan,et al.  Image reconstruction with shift-variant filtration and its implication for noise and resolution properties in fan-beam computed tomography. , 2003, Medical physics.

[18]  A. Katsevich A GENERAL SCHEME FOR CONSTRUCTING INVERSION ALGORITHMS FOR CONE BEAM CT , 2003 .

[19]  Guang-Hong Chen,et al.  A new framework of image reconstruction from fan beam projections. , 2003, Medical physics.