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Instead, the stereo-vision Graph- SLAM clearly improves the localization data thanks to the additional pose constraints computed from visual (stereo) loop closings.
The second step is the application of the K-factor nonlinear image decomposition algorithm on the obtained image, which improves the localization accuracy that can reach 5nm and enables the localization of overlapping particles at minimal distances that are closer by 65% than conventional methods.
The results show that the dynamic threshold method not only improves the localization prediction of THM residues, but also enhances the correct number of TMH predictions.
Further, we observe that the use of weights improves the localization accuracy of the algorithm so that we come closer to the ML estimate.
The comparison of our proposed scheme with that of the traditional approaches proves that our scheme is energy-efficient and improves the localization capabilities.
Specifically, with the map tile method, not all records in the constructed database needs to be retrieved to find the matching record, which improves the localization speed significantly.
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Several attempts to improve the localization precision have been reported, including optimized fluorescent dyes13, additives14, cryo-methods15, and 4Pi-microscopy16.
Taken together, "more photons" and "less noise" eventually improve the localization uncertainty12 and thus the localization precision to <10 nm (Fig. 1h, inset graph).
In this paper, we present an effective approach to improve the localization quality of object proposals.
We first theoretically prove that the proposed scheme can improve the localization probability and accuracy.
We use the distance information between nodes to establish a network error adjustment model, which can improve the localization precision and make the network localization error consistent.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com