Abstract
The threshold operator is an important operator in image analysis tasks such as segmentation and edge detection. A statistical analysis of the response of this operator is presented in this paper. The input grayscale image is modelled as a two-dimensional homogeneous random process completely characterized by its mean and power spectrum.

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