The spatial ambiguity among pixels has inherent vagueness rather than
randomness, therefore, the conventional methods might not work well. W
e propose fuzzy homogeneity vectors to handle the grayness and spatial
uncertainties among pixels, and to perform multilevel thresholding. T
he experimental results prove that the proposed approach works better
than the histogram-based algorithms.