The Broken Ray Transform: Additional Properties and New Inversion Formula

The significance of the broken ray transform (BRT) is due to its occurrence in a number of modalities spanning optical, x-ray, and nuclear imaging. When data are indexed by the scatter location, the BRT is both linear and shift invariant. Analyzing the BRT as a linear system provides a new perspective on the inverse problem. In this framework we contrast prior inversion formulas and identify numerical issues. This has practical benefits as well. We clarify the extent of data required for global reconstruction by decomposing the BRT as a linear combination of cone beam transforms. Additionally we leverage the two dimensional Fourier transform to derive new inversion formulas that are computationally efficient for arbitrary scatter angles. Results of numerical simulations are presented.

[1]  John C. Schotland,et al.  Single-scattering optical tomography , 2007, CLEO/Europe - EQEC 2009 - European Conference on Lasers and Electro-Optics and the European Quantum Electronics Conference.

[2]  Fatma Terzioglu,et al.  Compton camera imaging and the cone transform: a brief overview , 2018 .

[3]  Mark Hubenthal The Broken Ray Transform on the Square , 2013, 1302.6193.

[4]  M. J. Latifi Jebelli,et al.  The V-line transform with some generalizations and cone differentiation , 2016, Inverse Problems.

[5]  Vadim A. Markel,et al.  Inversion of the star transform , 2014, Inverse Problems.

[6]  B. F. Logan,et al.  The Fourier reconstruction of a head section , 1974 .

[7]  Markus Haltmeier,et al.  Inversion of the Attenuated V-Line Transform With Vertices on the Circle , 2017, IEEE Transactions on Computational Imaging.

[8]  Gaik Ambartsoumian,et al.  Exact inversion of the conical Radon transform with a fixed opening angle , 2013, 1309.6581.

[9]  Maarten V. de Hoop,et al.  Abel transforms with low regularity with applications to x-ray tomography on spherically symmetric manifolds , 2017, 1702.07625.

[10]  Kenneth P. MacCabe,et al.  Coded apertures for x-ray scatter imaging. , 2013, Applied optics.

[11]  John C. Schotland,et al.  Inversion formulas for the broken-ray Radon transform , 2010, Inverse Problems.

[12]  David J. Brady,et al.  Joint System and Algorithm Design for Computationally Efficient Fan Beam Coded Aperture X-Ray Coherent Scatter Imaging , 2017, IEEE Transactions on Computational Imaging.

[13]  Souvik Roy,et al.  Numerical Inversion of a Broken Ray Transform Arising in Single Scattering Optical Tomography , 2015, IEEE Transactions on Computational Imaging.

[14]  G. Harding,et al.  Status and outlook of coherent-x-ray scatter imaging. , 1987, Journal of the Optical Society of America. A, Optics and image science.

[15]  Mai K. Nguyen,et al.  On new {\mathfrak V}-line Radon transforms in \mathbb {R}^{2} and their inversion , 2011 .

[16]  Vadim A. Markel,et al.  Single-scattering optical tomography: simultaneous reconstruction of scattering and absorption. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  Gaik Ambartsoumian,et al.  Inversion of the V-line Radon transform in a disc and its applications in imaging , 2012, Comput. Math. Appl..

[18]  P. Toft The Radon Transform - Theory and Implementation , 1996 .

[20]  Habib Zaidi,et al.  On the V-Line Radon Transform and Its Imaging Applications , 2010, Int. J. Biomed. Imaging.

[21]  Ehsan Samei,et al.  Pencil beam coded aperture x-ray scatter imaging , 2012 .

[22]  Frank Natterer,et al.  Mathematical methods in image reconstruction , 2001, SIAM monographs on mathematical modeling and computation.