Second-order Compton-scattered radiation is structurally smoother than first-order, so contour reconstruction can proceed on the mixed spectrum without modeling the second-order term.
Microlocal analysis of a Compton tomography problem
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abstract
Here we present a novel microlocal analysis of a new toric section transform which describes a two dimensional image reconstruction problem in Compton scattering tomography and airport baggage screening. By an analysis of two separate limited data problems for the circle transform and using microlocal analysis, we show that the canonical relation of the toric section transform is 2--1. This implies that there are image artefacts in the filtered backprojection reconstruction. We provide explicit expressions for the expected artefacts and demonstrate these by simulations. In addition, we prove injectivity of the forward operator for $L^\infty$ functions supported inside the open unit ball. We present reconstructions from simulated data using a discrete approach and several regularizers with varying levels of added pseudo-random noise.
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math.NA 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
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3D Compton scattering imaging: study of the spectrum and contour reconstruction
Second-order Compton-scattered radiation is structurally smoother than first-order, so contour reconstruction can proceed on the mixed spectrum without modeling the second-order term.