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This is evaluated by means of a pixel evaluation.
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The discrimination of the dose components is achieved by means of pixel-to-pixel manipulations of images obtained with gel dosimeters having different isotopic composition.
That means, the probability of a pixel being an edge will be affected by the state (edge/non-edge) of its neighbors.
During image analysis, each pixel is classified according to their attributes: a membership value of 1 means that a pixel contains only one specific tissue class; whereas a membership value of 0 means that a pixel does not contain that tissue class.
Let f k, l mean the intensity of a pixel at (k, l th position in the gray scale (each of RGB channels) and the image was translated by a fixed displacement (d1, d2) (1) s k, l = f k, l + f k + d 1, l + d 2, d k, l = f k, l − f k + d 1, l + d 2, where s and d represent the sum and difference images.
with being the sample mean of all pixel intensities in colour channel and being the sample standard deviation.
The basic implementation of the ZMSSD function block computes the means of the pixel values in a window m i (m d can be precalculated when the landmark is detected).
Basically, for the ICA we calculated the function (Ai a)(Bi b), where a and b are the means of each pixel staining pair intensity values Ai and Bi.
The overall expected mean-squared-error (MSE) distortion of a pixel is d n i, obviously, it is determined by the first and second moments of the decoder reconstruction.
m d and m i are respectively the means of the pixel values in the descriptor and in the image window.
If 9 × 9 window does not have noise-free pixels, it replaces the corrupted pixel by mean of all pixels in 3 × 3 window.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com