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A major difficulty is to avoid under-segmentation in the input segmentation, since under-segmented cells cannot be resolved into several cells by our approach.
Here, the annotator assigns each segment of the input segmentation to one of the cells labelled in the first step by coloring the segments; segments receive the same color if and only if they belong to the same cell.
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In general, the rough proportionality between LOS and quality of topological alignment output observed in figure 6 suggests that input segmentations with a lower LOS will lead to alignments with lower degrees over- or under-partitioning.
The syntactic level input speech segmentation algorithm was evaluated for the Hungarian and for the Finnish languages that have fixed stress on the first syllable.
The applied method to determine arterial territories from an input vessel segmentation is given in detail in [7], where it was also evaluated for portal vein territories but not for arterial territories.
The labels served as input for automated segmentation, which was done using the web application Biomedisa (https://biomedisa.de), developed by one of the authors (P.D.L.).
Deformable models may also be derived completely independently of user input (see "Advanced segmentation" below).
The proposed fusion algorithm assesses the usefulness of individual segmentation input to avoid a deterioration of results even if one of two segmentation results to be combined is inaccurate.
Cepstral analysis of the speech signal is performed in the following way: first, the complex spectrum using fast Fourier transform (FFT) algorithm is calculated from the input samples (after segmentation and weighting by a Hamming window).
We use a combination of two commonly acquired image types, T2W and post-contrast T1W images, as input to our segmentation algorithm.
In stage (i), the user is required to input a hand-segmentation of the nematode and its corresponding width for a single image (see Video S1).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com