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Picture analysis by MATLAB software produces Histogram of images which defines intensity of white through black colors based on pixel distribution (Fig. 14).
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Nonparametric background modeling methods have been used to estimate background distribution based on pixel values observed in the past.
Using confocal laser scanning microscopy (CLSM), bacterial cell density distribution in a 3D space near solid-liquid interface was obtained, and a robust image analysis method was developed to generate a quantitative profile of cell concentration near the interface, which allowed the precise quantification of EZ and of a transition zone (TZ), based on pixel intensity profiles.
In the first step, the pixels are grouped into components based on pixel connectivity.
We estimated quantiles in SAS® (PROC RANK, PROC MEANS) by which pixels comprising the raster surface were partitioned into 5 equal-sized subsets based on pixel value.
The similarity indices were based on pixel by pixel (size: 1 ms × 86 Hz) comparisons between pairs of spectrograms.
The gel surface area was quantified based on pixel number using ImageJ (US National Institutes of Health, Bethesda, MD).
The nearest-neighbor interpolation algorithm reconstructs an image based on pixel intensities at regional maxima.
This routine detects particles using a threshold based on pixel intensity.
Similarly, two scholars, a psychologist and computer scientist created a tool to determine whether Instagram users were clinically depressed based on pixel-by-pixel analysis of their posts.
Morphological volume reduction, based on pixel-wise analysis, is even more pronounced.
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