Receiver operating characteristic curve confidence intervals and regions

IEEE Geoscience and Remote Sensing Letters

Volumn 5, Issue 2, 2008, Pages 251-255

  Kerekes, John ^a  

^a ROCHESTER INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTICAL TOOLS; CONFIDENCE INTERVALS; EMPIRICAL PERFORMANCE; FALSE ALARMS; HYPER-SPECTRAL; RANDOM VALUES; RECEIVER OPERATING CHARACTERISTIC CURVES; ROC CURVES; SYNTHETIC APERTURE RADAR IMAGERIES; TARGET DETECTION ALGORITHMS;

ALARM SYSTEMS; GRAPH THEORY; IMAGING SYSTEMS; RADAR IMAGING; SYNTHETIC APERTURE RADAR; SYNTHETIC APERTURES; TRACKING RADAR;

RADAR TARGET RECOGNITION;

EID: 60849106189     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2008.915928     Document Type: Article

References (12)

1. E. Ashton, "Detection of subpixel anomalies in multispectral infrared imagery using an adaptive Bayesian classifier," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 2, pp. 506-517, Mar. 1998.
2. C.-I Chang and H. Ren, "An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 2, pp. 1044-1063, Mar. 2000.
3. R. Mayer, F. Bucholtz, E. Allman, D. L. von Berg, and M. Kruer, "A metric of background candidate assessment for spectral target signature transforms," IEEE Geosci. Remote Sens. Lett., vol. 2, no. 2, pp. 113-117, Apr. 2005.
4. T. Wang, J. Keller, P. Gader, and O. Sjahputera, "Frequency subband processing and feature analysis of forward-looking ground-penetrating radar signals for land-mine detection," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 3, pp. 718-729, Mar. 2007.
5. J. Echard, "Estimation of radar detection and false alarm probabilities," IEEE Trans. Aerosp. Electron. Syst., vol. 27, no. 2, pp. 255-260, Mar. 1991.
6. C. Metz, "ROC methodology in radiological imaging," Invest. Radiol., vol. 21, pp. 720-733, 1986.
7. S. Mackassy, F. Provost, and S. Rosset, "ROC confidence bands: An empirical evaluation," in Proc. 22nd Int. Conf. Mach. Learn., Bonn, Germany, 2005, pp. 537-544.
8. J. Tilbury, P. Van Eetvelt, J. Garibaldi, J. Curnow, and E. Ifeachor, "Receiver operating characteristic analysis for intelligent medical systems- A new approach for finding confidence intervals," IEEE Trans. Biomed. Eng., vol. 47, no. 7, pp. 952-963, Jul. 2000.
9. A. Hald, Statistical Theory With Engineering Applications. NewYork: Wiley, 1952.
10. J. Bendat and A. Piersol, Random Data: Analysis and Measurement Procedures. New York: Wiley-Interscience, 1971.
11. C. Clopper and E. Pearson, "The use of confidence or fiducial limits illustrated in the case of the binomial," Biometrika, vol. 26, no. 4, pp. 404- 413, Dec. 1934.
12. J. Kerekes and J. Baum, "Spectral imaging system analytical model for subpixel object detection," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 5, pp. 1088-1101, May 2002.