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"We can say, This is a white fuzzy region with the following shape and texture properties," Dr. Wood said.
Outside the fuzzy region, the bin contributions will be as in the classic LBP.
The interval [g(T s ), g(P s )] is called the fuzzy region.
This paper proposes a Takagi Sugeno (T S) fuzzy region model to relax the original one.
The fuzzy region concept is used to divide the general plant rules into several fuzzy regions and the robust control technique is used to stabilize all plant rules of each fuzzy region.
It is shown that both (mathcal {S}_{i1}) and (mathcal {S}_{i3}) are crisp regions and (mathcal {S}_{i2}) is a fuzzy region.
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"Then we can look at the database and find other images that have white fuzzy regions with similar shapes and sizes".
It can be observed that (mathcal {S}_{i1}) is a crisp region; both (mathcal {S}_{i2}) and (mathcal {S}_{i3}) are fuzzy regions.
Experimental results on three different numbers of fuzzy regions also show the performance of the proposed approach.
The use of the fuzzy clustering algorithm has an important advantage which allows the automatic generation of the membership functions of the fuzzy regions from the studied data.
This kind of model approximates non-linear systems by combining a set of functions local to fuzzy regions described by fuzzy rules.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com