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Two-Stage Template Matching
April 1977 (vol. 26 no. 4)
pp. 384-393
G.J. Vanderbrug, Computer Science Center, University of Maryland
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.
Index Terms:
Computational cost, pattern recognition, picture processing, subtemplate, template matching.
Citation:
G.J. Vanderbrug, A. Rosenfeld, "Two-Stage Template Matching," IEEE Transactions on Computers, vol. 26, no. 4, pp. 384-393, April 1977, doi:10.1109/TC.1977.1674847
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