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For calculating local averages, Tarel does account for depth discontinuities using a median operator.
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Preprocessing of the image using a median filter.
A median operator is used to remove these outliers because median filtering has been used extensively in image processing for removing salt and pepper noise from images [9].
In our implementation of this approach [4] the input images used in the calculation of the cross structures are always pre-filtered with a median operator and this is carried out prior to other specified preprocessing (i.e. x-Sobel).
An example of the improvement when using the median operator is in Figure 4.
The halo is diminished using the median operator in Figure 4c.
One method to acquire the sample mean with respect to the mixture weights is to use the median operator.
In the same fashion, the centroid prior, θ C (26), can be modified to use the median operator so that depth discontinuities can be considered.
We assessed the optimal cut point using a receiver operator characteristic curve (fig 3).
Recombination is then performed on the offspring, using a recombination operator rλ: I μ → I λ.
Each of the program/metric combinations were evaluated using a Receiver Operator Characteristic (ROC) Analysis [ 62].
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