On optimizing template matching via performance...

Details On optimizing template matching via performance... On optimizing template matching via performance...

2011-01-04

2011-01-04

Ahmed, Samir A. (Department: 2624)

Image analysis

Pattern recognition

Template matching

Reexamination Certificate

active

07865019

ABSTRACT:
The performance of template matching is characterized by deriving the distribution of warp parameter estimate as a function of the ideal template, the ideal warp parameters and a given perturbation or noise model. An expression for the Probability Mass Function of the parameter estimate is provided. The optimal template size for template matching is the one that provides the best matching performance which is calculated from the minimum entropy of the parameter estimate.

REFERENCES:
patent: 5444489 (1995-08-01), Truong et al.
patent: 6765965 (2004-07-01), Hanami et al.

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