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Cone-beam filtered backprojection image reconstruction using a factorized weighting function

机译:Cone-beam filtered backprojection image reconstruction using a factorized weighting function

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摘要

We present several new families of mathematically exactcone-beam image reconstruction algorithms for a general source trajectory that fulfills Tuy's data sufficiency condition. The basic structure of the new algorithms is to reconstruct images via filtered backprojection (FBP) with a 1-D shift-invariant filter. Specifically, the general weighting function w(x,k;t) for redundant data was decomposed into three components w_(1)(x,k), w_(2)(x,t), and sgnk(centre dot)y'(t), viz. w(x,k;t)velencew_(1)(x,k)w_(2)(x,t)sgn(k(centre dot)y(t)). Based upon the normalization condition of the weighting function, the first component w_(1)(x,k) may be calculated using the second component w_(2)(x,t) Thus, the design of the weighting function was reduced to the selection of the second component w_(2)(x,t). Using this scheme, it has been demonstrated that, for a given scanning configuration, one may develop infinitely many different, exact cone-beam FBP image reconstruction algorithms. To demonstrate how this general procedure may be used to develop FBP image reconstruction algorithms, a two-concentric-circle scanning configuration is discussed in detail. Numerical simulations have been conducted to validate several of the derived image reconstruction algorithms. Several possible scan strategies are presented, and the possibility of performing multiple reconstructions with different scan configurations to reduce image noise is described. Noise properties also have been numerically studied for the implemented image reconstruction algorithms, then compared with two other shift-invariant FBP reconstruction algorithms.

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