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membership function and fuzzy classification

I want to implement Convert an image into matrix. Apply median filtering. Decide the number and type of Membership functions for the input image by tuning the membership functions. The ...
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Representing non-fuzzy memberships

I'm trying to model an input for a FIS in Matlab, unlike other inputs this value is a boolean Yes / No Do I use two membership functions that do not overlap but cover the entire domain e.g NO (0 - ...