Basic Image-Quality Theory

1. H. H. Barrett, "Objective assessment of image quality: Effects of quantum noise and object variability", JOSA A, 7:1266-1278, 1990.
2. H. H. Barrett, J. L. Denny, R. F. Wagner, and K. J. Myers, "Objective assessment of image quality. II. Fisher information, Fourier crosstalk, and figures of merit for task performance", JOSA A, 12:834-852, 1995.
3. H. H. Barrett, C. K. Abbey, and E. Clarkson, "Objective assessment of image quality. III. ROC metrics, ideal observers, and likelihood-generating functions", JOSA A, 15:1520-1535, 1998.
4. H. H. Barrett, et. al., "Linear discriminants and image quality", Image and Vision Computing, 10:451-460, 1992.
5. H. H. Barrett, J. L. Denny, H. C. Giffort, and C. K. Abbey, "Generalized NEQ: Fourier analysis where you would least expect to find it", SPIE Vol 2708:41-52, 1996.
6. Medical Imaging -- The Assessment of Image Quality. ICRU Report 54. International Commission on Radiation Units and Measurements. Bethesda MD (8 April 1996).
7. R.F. Wagner and D.G. Brown, "Unified SNR analysis of medical imaging systems." Phys. Med. Biol. (1985) vol 30, 489-518.
8. D. W. Wilson, and H. H. Barrett, "Decomposition of images and objects into measurement and null components", Optics Express, 2:254-260, 1998.

Observers


1. C. K. Abbey, and H. H. Barrett, "Human- and model-observer performance in ramp-spectrum noise: effects of regularization and object variability", JOSA A. 18:473-488, 2001.
2. H. H. Barrett, J. Yao, J. P. Rolland, and K. J. Myers, "Model observers for assessment of image quality", Proc. Natl. Acad. Sci., 90:9758-9765, 1993.
3. J. P. Rolland, H. H. Barrett, and G. W. Seeley, "Ideal versus human observer for long-tailed point spread functions: does deconvolution help?", Phys. Med. Biol. 36:1091-1109, 1991.
4. C. K. Abbey, H. H. Barrett, and D. W. Wilson, "Observer signal-to-noise ratios for the ML-EM algorithm", SPIE Vol 2712:47-58, 1996.
5. J. P. Rolland, and H. H. Barrett, "Effect of random background inhomogeneity on observer detection performance", JOSA A, 9:649-658, 1992.

ROC

1. C. E. Metz, "Basic principles of ROC Analysis." Seminars in Nuclear Medicine (1978) vol VIII, 283-298.
2. C. E. Metz, "ROC methodology in Radiologic imaging." Investigative Radiology (1986) vol 21, 720-733.
3. C. E. Metz, "Some practical issues of experimental design and data analysis in radiological ROC studies." (1989) vol 24, 234-245.
4. R.F. Wagner, S.V. Beiden, C.E. Metz, "Continuous versus Categorical Data for ROC Analysis: Some Quantitative Considerations." Acad Radiol (2001) vol 8, 328-334.
5. S.V. Beiden, R.F. Wagner, G. Campbell, "Components-of-variance Models and Multiple-Bootstrap Experiments: An alternative method for random-effects, receiver operating characteristic analysis." Acad Radiol (2000) vol 7: 341-349.