The objective of this Brief is to provide a solution to the
unsolved technical problem in segmentation for the automated bone
age assessment system. The task is accomplished by first applying
the modified histogram equalized module, then applying the proposed
automated anisotropic diffusion technique. It is followed by a
novel fuzzy quadruple division scheme to optimize the central
segmentation algorithm, and then an additional quality assurance
scheme. The designed segmentation framework works without demanding
scarce resources such as training sets and skillful operators. The
results have shown that the designed framework is capable of
separating the soft-tissue and background from the hand bone with
high accuracy. This Brief should be especially useful for students
and professional researchers in the Biomedical and image processing
fields.
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