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The adopted image processing technique involved the analysis of video frames recorded from a high-speed camera (Phantom 9.2) in a horizontal transparent pipe using a combination of the approximate median method and blob analysis, along with an additional morphological process for detecting and segregating individual slugs.
By the end of the meeting, our aim was to ensure that there was agreement between the median method and the interpercentile method for all accepted criteria.
The background-subtracted signals derived from the remaining spots were normalized by the global median method, and the normalized log ratio of test/reference signal for each spot was recorded.
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Initial results were normalized using the ratio of medians method and filtered to exclude those with any of the following characteristics: a percentage of saturated pixils >3, a signal/noise ratio <3, a (regression ratio 635/532)2 < 0.6, or a Genepix flag.
This research adopts some engineering statistics methods, such as median and average methods, and corrects the experiments to obtain the chromaticity coordinates.
Various well-known techniques for measuring the critical headway using field data were applied, i.e. maximum likelihood method [19], median method [46] and Raff's method [47]; however, the values of the critical headways obtained by the maximum likelihood method represented the best result and they were used in the following statistical analysis (see next section 3).
The corresponding methods are named simple median method (abbreviated as 'Med') and MAD-weighted median method (abbreviated as 'MAD'), respectively.
A comparison between the new model and the empirical IRI model and moving median method showed promising results from the suggested method for the studied region, which provided more reliable information about the ionospheric conditions.
The results indicated that the least-squares method was slightly better than the median method in terms of accuracy and variance.
In addition, as we can project, the median method is the most reliable and robust method for the estimation of kinetic parameters from enzyme kinetic models.
The median method has gotten us this far.
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