Minimum Bayes Risk Image Correlation

T. C. Minter Jr.

doi:10.1117/12.959147

23 December 1980 Minimum Bayes Risk Image Correlation

T. C. Minter Jr.

Proceedings Volume 0238, Image Processing for Missile Guidance; (1980) https://doi.org/10.1117/12.959147
Event: 24th Annual Technical Symposium, 1980, San Diego, United States

Abstract

In this paper, the problem of designing a matched filter for image correlation will be treated as a statistical pattern recognition problem. It is shown that, by minimizing a suitable criterion, a matched filter can be estimated which approximates the optimum Bayes discriminant function in a least-squares sense. It is well known that the use of the Bayes discriminant function in target classification minimizes the Bayes risk, which in turn directly minimizes the probability of a false fix. A fast Fourier implementation of the minimum Bayes risk correlation procedure is described.

Citation Download Citation

T. C. Minter Jr. "Minimum Bayes Risk Image Correlation", Proc. SPIE 0238, Image Processing for Missile Guidance, (23 December 1980); https://doi.org/10.1117/12.959147

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