Adding a total-variation penalty to the quantum tomographic QUBO model lets the D-Wave hybrid solver rebuild error-free 60 by 60 phantom and body CT images from about 10 percent of the projections, when the weights and test images are chosen favorably.
Of particular note is that tomographic reconstruction to a level where internal identification is possible using only 20% of the data from the 5% noisy sinogram
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
quant-ph 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Quantum compressed sensing tomographic reconstruction algorithm
Adding a total-variation penalty to the quantum tomographic QUBO model lets the D-Wave hybrid solver rebuild error-free 60 by 60 phantom and body CT images from about 10 percent of the projections, when the weights and test images are chosen favorably.