The computational cost of template matching can be reduced by using only a subtemplate, and applying the rest of the template only when the subtemplate's degree of match exceeds a threshold. A probabilistic analysis of this approach is given, with emphasis on the choice of subtemplate size to minimize the expected computational cost.
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Vanderbrug et al. (1977) studied this question.
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