TY - JOUR
T1 - Algorithms for linear time reconstruction by discrete tomography II
AU - Ceko, Matthew
AU - Pagani, Silvia Maria Carla
AU - Tijdeman, Rob
PY - 2021
Y1 - 2021
N2 - The reconstruction of an unknown function $f$ from its line sums is the aim of discrete tomography. However, two main aspects prevent reconstruction from being an easy task. In general, many solutions are allowed due to the presence of the switching functions. Even when uniqueness conditions are available, results about the NP-hardness of reconstruction algorithms make their implementation inefficient when the values of $f$ are in certain sets. We show that this is not the case when $f$ takes values in a field or a unique factorization domain, such as $R$ or $Z$. We present a linear time reconstruction algorithm (in the number of directions and in the size of the grid), which outputs the original function values for all points outside of the switching domains. Freely chosen values are assigned to the other points, namely, those with ambiguities. Examples are provided.
AB - The reconstruction of an unknown function $f$ from its line sums is the aim of discrete tomography. However, two main aspects prevent reconstruction from being an easy task. In general, many solutions are allowed due to the presence of the switching functions. Even when uniqueness conditions are available, results about the NP-hardness of reconstruction algorithms make their implementation inefficient when the values of $f$ are in certain sets. We show that this is not the case when $f$ takes values in a field or a unique factorization domain, such as $R$ or $Z$. We present a linear time reconstruction algorithm (in the number of directions and in the size of the grid), which outputs the original function values for all points outside of the switching domains. Freely chosen values are assigned to the other points, namely, those with ambiguities. Examples are provided.
KW - Discrete tomography
KW - Ghost
KW - Lattice direction
KW - Reconstruction algorithm
KW - Switching function
KW - Discrete tomography
KW - Ghost
KW - Lattice direction
KW - Reconstruction algorithm
KW - Switching function
UR - https://publicatt.unicatt.it/handle/10807/177553
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85103979224&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85103979224&origin=inward
U2 - 10.1016/j.dam.2021.03.008
DO - 10.1016/j.dam.2021.03.008
M3 - Article
SN - 0166-218X
VL - 298
SP - 7
EP - 20
JO - Discrete Applied Mathematics
JF - Discrete Applied Mathematics
IS - N/A
ER -