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Journal of the Optical Society of America A

Journal of the Optical Society of America A

| OPTICS, IMAGE SCIENCE, AND VISION

  • Vol. 16, Iss. 1 — Jan. 1, 1999
  • pp: 53–57

Bounds on the area under the ROC curve

Jeffrey H. Shapiro  »View Author Affiliations


JOSA A, Vol. 16, Issue 1, pp. 53-57 (1999)
http://dx.doi.org/10.1364/JOSAA.16.000053


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Abstract

Upper and lower bounds are derived for the area under the receiver-operating-characteristic (ROC) curve of binary hypothesis testing. These results are compared with the area-under-the-curve (AUC) approximation and the AUC lower bound recently reported by Barrett et al. [J. Opt. Soc. Am A 15, 1520 (1998)].

© 1999 Optical Society of America

OCIS Codes
(110.3000) Imaging systems : Image quality assessment
(110.4280) Imaging systems : Noise in imaging systems

History
Original Manuscript: June 26, 1998
Revised Manuscript: October 5, 1998
Manuscript Accepted: October 5, 1998
Published: January 1, 1999

Citation
Jeffrey H. Shapiro, "Bounds on the area under the ROC curve," J. Opt. Soc. Am. A 16, 53-57 (1999)
http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-16-1-53

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