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Given a reference image R ( x ) and a template image T ( x ), the main idea behind an image registration paradigm is to find a reasonable transformation such that the transformed image becomes similar to the reference image.
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Using only portions of the images that overlapped helped to ensure a reasonable FFD transformation by removing areas that should not be expected to merge with the reference image.
We assess the remaining parameters either by reasonable transformation of the values from Kuznetsov et al. (1994) or by taking values from other references.
Furthermore, a reasonable spatial filtering and watershed transformation are employed in the initial stage of the framework, and then a novel clustering index in Gaussian kernel is designed to lead the searching process, which is beneficial to find the partitions for the clustering problem with highly overlapping and contaminating samples.
A reasonable alternative is to transform all cell frequency measurements using the arcsine-square-root [18], and the results we present here are generated using this data transformation.
When dealing with heterogenous experimental datasets from different laboratories and experimental settings, efficient data transformation methods are necessary to produce a reasonable level of comparability.
Therefore, a reasonable value of α has an important influence on the wave transformation value of each pixel, and thus on the segmentation results.
We found that the adjustment of industrial structure, a reasonable city planning, powerful measures in pollutants control and technology advance, contribute a lot to the transformation.
This assumption seems reasonable as a first approximation given India's historically low mobility (see Hnatkovska, V., & Lahiri, A: Structural transformation and the rural-urban divide, unpublished).
This is often a reasonable assumption because a large number of the environmental exposures and biomarkers follow a normal distribution after log transformation.
A reasonable question.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com