Bayesian detection of random signals on random backgrounds

Harrison H. Barrett; Craig K. Abbey

doi:10.1007/3-540-63046-5_12

Bayesian detection of random signals on random backgrounds

Harrison H. Barrett, Craig K. Abbey

Medical Imaging

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

25 Scopus citations

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 as signal-absent, but otherwise the treatment is general. Many familiar results come out as special cases.

Original language	English (US)
Title of host publication	Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings
Editors	James Duncan, Gene Gindi
Publisher	Springer-Verlag
Pages	155-166
Number of pages	12
ISBN (Print)	3540630465, 9783540630463
DOIs	https://doi.org/10.1007/3-540-63046-5_12
State	Published - 1997
Event	15th International Conference on Information Processing in Medical Imaging, IPMI 1997 - Poultney, United States Duration: Jun 9 1997 → Jun 13 1997

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	1230
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	15th International Conference on Information Processing in Medical Imaging, IPMI 1997
Country/Territory	United States
City	Poultney
Period	6/9/97 → 6/13/97

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/3-540-63046-5_12

Cite this

Barrett, H. H., & Abbey, C. K. (1997). Bayesian detection of random signals on random backgrounds. In J. Duncan, & G. Gindi (Eds.), Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings (pp. 155-166). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1230). Springer-Verlag. https://doi.org/10.1007/3-540-63046-5_12

Bayesian detection of random signals on random backgrounds. / Barrett, Harrison H.; Abbey, Craig K.
Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings. ed. / James Duncan; Gene Gindi. Springer-Verlag, 1997. p. 155-166 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1230).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Barrett, HH & Abbey, CK 1997, Bayesian detection of random signals on random backgrounds. in J Duncan & G Gindi (eds), Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1230, Springer-Verlag, pp. 155-166, 15th International Conference on Information Processing in Medical Imaging, IPMI 1997, Poultney, United States, 6/9/97. https://doi.org/10.1007/3-540-63046-5_12

Barrett HH, Abbey CK. Bayesian detection of random signals on random backgrounds. In Duncan J, Gindi G, editors, Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings. Springer-Verlag. 1997. p. 155-166. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-63046-5_12

Barrett, Harrison H. ; Abbey, Craig K. / Bayesian detection of random signals on random backgrounds. Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings. editor / James Duncan ; Gene Gindi. Springer-Verlag, 1997. pp. 155-166 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{f5449b0868794e2399dda4fc8f9987c4,

title = "Bayesian detection of random signals on random backgrounds",

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 as signal-absent, but otherwise the treatment is general. Many familiar results come out as special cases.",

author = "Barrett, {Harrison H.} and Abbey, {Craig K.}",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 1997.; 15th International Conference on Information Processing in Medical Imaging, IPMI 1997 ; Conference date: 09-06-1997 Through 13-06-1997",

year = "1997",

doi = "10.1007/3-540-63046-5_12",

language = "English (US)",

isbn = "3540630465",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer-Verlag",

pages = "155--166",

editor = "James Duncan and Gene Gindi",

booktitle = "Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings",

}

TY - GEN

T1 - Bayesian detection of random signals on random backgrounds

AU - Barrett, Harrison H.

AU - Abbey, Craig K.

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 1997.

PY - 1997

Y1 - 1997

N2 - 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 as signal-absent, but otherwise the treatment is general. Many familiar results come out as special cases.

AB - 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 as signal-absent, but otherwise the treatment is general. Many familiar results come out as special cases.

UR - http://www.scopus.com/inward/record.url?scp=84956866127&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84956866127&partnerID=8YFLogxK

U2 - 10.1007/3-540-63046-5_12

DO - 10.1007/3-540-63046-5_12

M3 - Conference contribution

AN - SCOPUS:84956866127

SN - 3540630465

SN - 9783540630463

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 155

EP - 166

BT - Information Processing in Medical Imaging - 15th International Conference, IPMI 1997, Proceedings

A2 - Duncan, James

A2 - Gindi, Gene

PB - Springer-Verlag

T2 - 15th International Conference on Information Processing in Medical Imaging, IPMI 1997

Y2 - 9 June 1997 through 13 June 1997

ER -

Bayesian detection of random signals on random backgrounds

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this