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Bayesian detection of random signals on random backgrounds

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Book cover Information Processing in Medical Imaging (IPMI 1997)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1230))

Abstract

This paper describes a general approach to signal detection with uncertainty in signal and/or background distributions. Attention is restricted to binary decision problems where the hypotheses can be expressed as signal-present vs signal-absent, but otherwise the treatment is general. Many familiar results come out as special cases.

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References

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James Duncan Gene Gindi

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© 1997 Springer-Verlag Berlin Heidelberg

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Barrett, H.H., Abbey, C.K. (1997). Bayesian detection of random signals on random backgrounds. In: Duncan, J., Gindi, G. (eds) Information Processing in Medical Imaging. IPMI 1997. Lecture Notes in Computer Science, vol 1230. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-63046-5_12

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  • DOI: https://doi.org/10.1007/3-540-63046-5_12

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-63046-3

  • Online ISBN: 978-3-540-69070-2

  • eBook Packages: Springer Book Archive

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