2014 | OriginalPaper | Buchkapitel
Non-additive Bounded Sets of Uniqueness in ℤ n
verfasst von : Sara Brunetti, Paolo Dulio, Carla Peri
Erschienen in: Discrete Geometry for Computer Imagery
Verlag: Springer International Publishing
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A main problem in discrete tomography consists in looking for theoretical models which ensure uniqueness of reconstruction. To this, lattice sets of points, contained in a multidimensional grid
$\mathcal{A}=[m_1]\times[m_2]\times\dots \times[m_n]$
(where for
p
∈ ℕ, [
p
] = {0,1,...,
p
− 1}), are investigated by means of
X
-rays in a given set
S
of lattice directions. Without introducing any noise effect, one aims in finding the minimal cardinality of
S
which guarantees solution to the uniqueness problem.
In a previous work the matter has been completely settled in dimension two, and later extended to higher dimension. It turns out that
d
+ 1 represents the minimal number of directions one needs in ℤ
n
(
n
≥
d
≥ 3), under the requirement that such directions span a
d
-dimensional subspace of ℤ
n
. Also, those sets of
d
+ 1 directions have been explicitly characterized.
However, in view of applications, it might be quite difficult to decide whether the uniqueness problem has a solution, when
X
-rays are taken in a set of more than two lattice directions. In order to get computational simpler approaches, some prior knowledge is usually required on the object to be reconstructed. A powerful information is provided by additivity, since additive sets are reconstructible in polynomial time by using linear programming.
In this paper we compute the proportion of non-additive sets of uniqueness with respect to additive sets in a given grid
$\mathcal{A}\subset \mathbb{Z}^n$
, in the important case when
d
coordinate directions are employed.