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Two-Stage Template Matching

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2 Author(s)
G. J. Vanderbrug ; Computer Science Center, University of Maryland ; A. Rosenfeld

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.

Published in:

IEEE Transactions on Computers  (Volume:C-26 ,  Issue: 4 )