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(d) The reconstruction results of 1-cluster-intensity-based CS, after aligning 96 × 128 pixels of the image to be a vector with 12,288 entries, and (e) the reconstructing results of conventional CS, after aligning 96×128 pixels of the image to be a vector with 12,288 entries.
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In the cases of the reconstructed objects considered in this paper, the reconstructed results by the proposed algorithm show great improvement in the spatial resolution and accuracy.
Compared to the reconstructed results with the separate influence factors, the reconstructed result with the mixed factors is the most similar to that with +50% optical property error.
The fraction of individual predictions that are correct according to the average reconstructed results is almost always higher than the average probability of the "reconstructed amino acid", suggesting that the average probability of the "reconstructed amino acid" gives a lower estimation of the reconstruction reliability.
Fig. 11 Office scene reconstructed results from different view angles.
We represent reconstructed results using LR + S method and Optshrink LR + S method.
These reconstructed results are shown in Fig. 10c, d, and e, respectively.
The reconstructed results indicated that most of the dust was concentrated near the source.
Furthermore, Fig. 6 shows the visually reconstructed results generated by the two methods.
The reconstructed results of the lens profiles are shown, which can be used for further qualification.
Moreover, the thermocouple is applied to measure the temperature of flame at different positions, and the measurement results are compared with the reconstructed results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com