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Then, we evaluated the reconstruction accuracy by investigating the reconstructed tomograms.
Table 1 Running time and reconstruction accuracy.
More samples will obtain a higher reconstruction accuracy.
However, larger K usually results in a worse reconstruction accuracy.
Figure 6 shows how the reconstruction accuracy behaves toward noise.
The SAMP algorithm does not have constraints with atom selection threshold and has high reconstruction accuracy.
Meanwhile, reselection strategy in avoiding excessive selection of atom obtains higher reconstruction accuracy.
In addition, the maximally allowed resolution can also limit the reconstruction accuracy.
If each level achieves 100% in reconstruction accuracy, the overall quality will be "1".
Especially, the reconstruction accuracy is mainly decided by the measurement matrix and reconstruction algorithms [6, 7].
Here (mathcal {R}) is obtained at a given data reconstruction accuracy (epsilon ) defined as the NRMSE.
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