Dynamic Threshold Selection for Image Segmentation (Fuzzy Logic) (researchgate.net)

The interesting thing about this paper is that the "intelligent" component does not select the binarization threshold directly, but is contained within a loop (see figure 1) which iteratively adjusts the threshold.