Jl. Prince, CONVOLUTION BACKPROJECTION FORMULAS FOR 3-D VECTOR TOMOGRAPHY WITH APPLICATION TO MRI, IEEE transactions on image processing, 5(10), 1996, pp. 1462-1472
Vector tomography is the reconstruction of vector fields from measurem
ents of their projections, In previous work, it has been shown that re
construction of a general three-dimensional (3-D) vector field is poss
ible from the so-called inner product measurements, It has also been s
hown how reconstruction of either the irrotational or solenoidal compo
nent of a vector field can be accomplished with fewer measurements tha
n that required for the full field, The present paper makes three cont
ributions. First, in analogy to the two-dimensional (2-D) approach of
Norton, several 3-D projection theorems are developed. These lead dire
ctly to new vector field reconstruction formulas that are convolution
backprojection formulas, It is shown how the local reconstruction prop
erty of these 3-D reconstruction formulas permits reconstruction of po
int flow or of regional flow from a limited data set, Second, simulati
ons demonstrating 3-D reconstructions, both local and nonlocal, are pr
esented, Using the formulas derived herein and those derived in previo
us work, these results demonstrate reconstruction of the irrotational
and solenoidal components, their potential functions, and the field it
self from simulated inner product measurement data, Finally, it is sho
wn how 3-D inner product measurements can be acquired using a magnetic
resonance scanner.