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Normalized correlation for pattern recognition

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Abstract

The normalization of the correlation filter response effects intensity invariance. We discuss the implications of a normalization based on the Cauchy–Schwarz inequality for the discrimination problem. It is shown that normalized phase-only and synthetic discriminant functions do not provide the discrimination/recognition obtained with the classical matched filter.

© 1991 Optical Society of America

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