메뉴 건너뛰기




Volumn 50, Issue 16, 2005, Pages 3697-3715

Measures of performance in nonlinear estimation tasks: Prediction of estimation performance at low signal-to-noise ratio

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; IMAGING SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION; SPURIOUS SIGNAL NOISE;

EID: 23744461514     PISSN: 00319155     EISSN: 00319155     Source Type: Journal    
DOI: 10.1088/0031-9155/50/16/004     Document Type: Article
Times cited : (15)

References (48)
  • 1
    • 0035286822 scopus 로고    scopus 로고
    • Human- and model-observer performance in ramp-spectrum noise: Effects of regularization and object variability
    • Abbey C K and Barrett H H 2001 Human- and model-observer performance in ramp-spectrum noise: effects of regularization and object variability J. Opt. Soc. Am. A 18 473-88
    • (2001) J. Opt. Soc. Am. A , vol.18 , pp. 473-488
    • Abbey, C.K.1    Barrett, H.H.2
  • 3
    • 0032249194 scopus 로고    scopus 로고
    • A method for approximating the density of maximum-likelihood and maximum a posteriori estimates under a Gaussian noise model
    • Abbey C K, Clarkson E, Barrett H H, Müller S P and Rybicki F J 1998 A method for approximating the density of maximum-likelihood and maximum a posteriori estimates under a Gaussian noise model Med. Image. Anal. 2 395-403
    • (1998) Med. Image. Anal. , vol.2 , pp. 395-403
    • Abbey, C.K.1    Clarkson, E.2    Barrett, H.H.3    Müller, S.P.4    Rybicki, F.J.5
  • 5
    • 0000574771 scopus 로고
    • Energy spectra of X-ray clusters of galaxies
    • Avni Y 1976 Energy spectra of X-ray clusters of galaxies Astrophys. J. 210 642-6
    • (1976) Astrophys. J. , vol.210 , pp. 642-646
    • Avni, Y.1
  • 6
    • 0000195777 scopus 로고
    • Locally best unbiased estimates
    • Barankin E W 1949 Locally best unbiased estimates Ann. Math. Stat. 20 477-501
    • (1949) Ann. Math. Stat. , vol.20 , pp. 477-501
    • Barankin, E.W.1
  • 7
    • 0000072546 scopus 로고
    • On a formula for the maximum likelihood estimator
    • Barndorff-Nielsen O 1983 On a formula for the maximum likelihood estimator Biometrika 70 343-65
    • (1983) Biometrika , vol.70 , pp. 343-365
    • Barndorff-Nielsen, O.1
  • 8
    • 0025455491 scopus 로고
    • Objective assessment of image quality: Effects of quantum noise and object variability
    • Barrett H H 1990 Objective assessment of image quality: effects of quantum noise and object variability J. Opt. Soc. Am. A 7 1266-78
    • (1990) J. Opt. Soc. Am. A , vol.7 , pp. 1266-1278
    • Barrett, H.H.1
  • 9
    • 0029299915 scopus 로고
    • Objective assessment of image quality. II. Fisher information, Fourier crosstalk, and figures of merit for task performance
    • Barrett H H, Denny J L, Wagner R F and Myers K J 1995 Objective assessment of image quality. II. Fisher information, Fourier crosstalk, and figures of merit for task performance J. Opt. Soc. Am. A 12 834-52
    • (1995) J. Opt. Soc. Am. A , vol.12 , pp. 834-852
    • Barrett, H.H.1    Denny, J.L.2    Wagner, R.F.3    Myers, K.J.4
  • 10
    • 0028260061 scopus 로고
    • Cone-beam tomography with discrete data sets
    • Barrett H H and Gifford H C 1994 Cone-beam tomography with discrete data sets Phys. Med. Biol. 39 451-76
    • (1994) Phys. Med. Biol. , vol.39 , pp. 451-476
    • Barrett, H.H.1    Gifford, H.C.2
  • 12
    • 0002256849 scopus 로고
    • Relative curvature measures of nonlinearity
    • Bates D M and Watts D G 1980 Relative curvature measures of nonlinearity J. R. Stat. Soc. B 42 1-25
    • (1980) J. R. Stat. Soc. B , vol.42 , pp. 1-25
    • Bates, D.M.1    Watts, D.G.2
  • 13
    • 0002115313 scopus 로고
    • Confidence regions in nonlinear estimation
    • Beale E M L 1960 Confidence regions in nonlinear estimation J. R. Stat. Soc. B 22 41-88
    • (1960) J. R. Stat. Soc. B , vol.22 , pp. 41-88
    • Beale, E.M.L.1
  • 15
    • 0031230648 scopus 로고    scopus 로고
    • Visual signal detectability with two noise components: Anomalous masking effects
    • Burgess A E, Li X and Abbey C K 1997 Visual signal detectability with two noise components: anomalous masking effects J. Opt. Soc. Am. A 14 2420-42
    • (1997) J. Opt. Soc. Am. A , vol.14 , pp. 2420-2442
    • Burgess, A.E.1    Li, X.2    Abbey, C.K.3
  • 18
    • 0030109465 scopus 로고    scopus 로고
    • Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): Applications to tomography
    • Fessler J A 1996 Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): applications to tomography IEEE Trans. Image Process. 5 493-506
    • (1996) IEEE Trans. Image Process. , vol.5 , pp. 493-506
    • Fessler, J.A.1
  • 19
    • 0033690449 scopus 로고    scopus 로고
    • Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise
    • Fessler J A, Erdogan H and Wu W B 2000 Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise IEEE Trans. Image Process. 9 1049-55
    • (2000) IEEE Trans. Image Process. , vol.9 , pp. 1049-1055
    • Fessler, J.A.1    Erdogan, H.2    Wu, W.B.3
  • 20
    • 0023335011 scopus 로고
    • The Hotelling trace criterion and its correlation with human observer performance
    • Fiete R D, Barrett H H, Smith W E and Myers K J 1987 The Hotelling trace criterion and its correlation with human observer performance J. Opt. Soc. Am. A 4 945-53
    • (1987) J. Opt. Soc. Am. A , vol.4 , pp. 945-953
    • Fiete, R.D.1    Barrett, H.H.2    Smith, W.E.3    Myers, K.J.4
  • 21
    • 0001284405 scopus 로고
    • Accounting for intrinsic nonlinearity in nonlinear regression parameter inference regions
    • Hamilton D C, Watts D G and Bates D M 1982 Accounting for intrinsic nonlinearity in nonlinear regression parameter inference regions Ann. Stat. 10 386-93
    • (1982) Ann. Stat. , vol.10 , pp. 386-393
    • Hamilton, D.C.1    Watts, D.G.2    Bates, D.M.3
  • 22
    • 0020913731 scopus 로고
    • Variations in task and the ideal observer
    • Society of Photo-Optical Instrumentation Engineers
    • Hanson K M 1983 Variations in task and the ideal observer Application of Optical Instrumentation in Medicine: XI (Society of Photo-Optical Instrumentation Engineers) pp 60-7
    • (1983) Application of Optical Instrumentation in Medicine: XI , pp. 60-67
    • Hanson, K.M.1
  • 23
    • 33749889188 scopus 로고
    • Exploring the reliability of Bayesian reconstructions
    • ed M H Loew (San Diego, CA: SPIE)
    • Hanson K M and Cunningham G S 1995 Exploring the reliability of Bayesian reconstructions Medical Imaging, Image Processing ed M H Loew (San Diego, CA: SPIE) pp 416-23
    • (1995) Medical Imaging, Image Processing , pp. 416-423
    • Hanson, K.M.1    Cunningham, G.S.2
  • 24
    • 0038540649 scopus 로고
    • Exact confidence regions for the parameters in nonlinear regression laws
    • Hartley H O 1964 Exact confidence regions for the parameters in nonlinear regression laws Biometrika 51 347-53
    • (1964) Biometrika , vol.51 , pp. 347-353
    • Hartley, H.O.1
  • 25
    • 0019405245 scopus 로고
    • Lesion detection and signal-to-noise ratio in CT images
    • Judy P F, Swensson R G and Szulc M 1981 Lesion detection and signal-to-noise ratio in CT images Med. Phys. 8 13-23
    • (1981) Med. Phys. , vol.8 , pp. 13-23
    • Judy, P.F.1    Swensson, R.G.2    Szulc, M.3
  • 26
    • 0035355176 scopus 로고    scopus 로고
    • Effects of SPECT collimation and system geometry on classification tasks related to Parkinson's disease
    • Kijewski M, Moore S, Jadvar H, Zimmermann R and Müller S 2001 Effects of SPECT collimation and system geometry on classification tasks related to Parkinson's disease IEEE Trans. Nucl. Sci. 48 734-8
    • (2001) IEEE Trans. Nucl. Sci. , vol.48 , pp. 734-738
    • Kijewski, M.1    Moore, S.2    Jadvar, H.3    Zimmermann, R.4    Müller, S.5
  • 28
    • 1842372149 scopus 로고    scopus 로고
    • Nonuniform collimator sensitivity: Improved precision for quantitative SPECT
    • Kijewski M F, Müller S P and Moore S C 1997 Nonuniform collimator sensitivity: improved precision for quantitative SPECT J. Nucl. Med. 38 151-6
    • (1997) J. Nucl. Med. , vol.38 , pp. 151-156
    • Kijewski, M.F.1    Müller, S.P.2    Moore, S.C.3
  • 29
    • 0001102929 scopus 로고
    • Parameter estimation in X-ray astronomy
    • Lampton M, Margon B and Bowyer S 1976 Parameter estimation in X-ray astronomy Astrophys. J. 208 177-90
    • (1976) Astrophys. J. , vol.208 , pp. 177-190
    • Lampton, M.1    Margon, B.2    Bowyer, S.3
  • 31
    • 0031599142 scopus 로고    scopus 로고
    • Mersenne twister: A 623-dimensionally equidistributed uniform pseudo-random number generator
    • Matsumoto M and Nishimura T 1998 Mersenne twister: a 623-dimensionally equidistributed uniform pseudo-random number generator ACM Trans. Model. Comput. Simul. 8 3-30
    • (1998) ACM Trans. Model. Comput. Simul. , vol.8 , pp. 3-30
    • Matsumoto, M.1    Nishimura, T.2
  • 32
    • 33645169504 scopus 로고
    • Barankin bounds on parameter estimation accuracy applied to communications and radar problems
    • Massachusetts Institute of Technology - Lincoln Laboratory
    • McAulay R J and Hofstetter E M 1969 Barankin bounds on parameter estimation accuracy applied to communications and radar problems, Report No.: Technical Note 1969-20 Massachusetts Institute of Technology - Lincoln Laboratory
    • (1969) Report No.: Technical Note 1969-20
    • McAulay, R.J.1    Hofstetter, E.M.2
  • 33
    • 0345461885 scopus 로고
    • A useful form of the Barankin lower bound and its application to PPM threshold analysis
    • Piscataway, NJ: IEEE
    • McAulay R J and Seidman L P 1969 A useful form of the Barankin lower bound and its application to PPM threshold analysis Transactions on Information Theory (Piscataway, NJ: IEEE) pp 273-9
    • (1969) Transactions on Information Theory , pp. 273-279
    • McAulay, R.J.1    Seidman, L.P.2
  • 35
    • 0029006731 scopus 로고
    • Collimator optimization for lesion detection incorporating prior information about lesion size
    • Moore S C, de Vries D J, Nandram B, Kijewski M F and Müller S P 1995 Collimator optimization for lesion detection incorporating prior information about lesion size Med. Phys. 22 703-13
    • (1995) Med. Phys. , vol.22 , pp. 703-713
    • Moore, S.C.1    De Vries, D.J.2    Nandram, B.3    Kijewski, M.F.4    Müller, S.P.5
  • 36
    • 0029461477 scopus 로고
    • Estimation performance at low SNR: Predictions of the Barankin bound
    • ed R L van Metter, J Beutel (San Diego, CA: SPIE)
    • Müller S P, Kijewski M F, Kappeler C and Moore S C 1995b Estimation performance at low SNR: predictions of the Barankin bound Medical Imaging, Physics of Medical Imaging ed R L van Metter, J Beutel (San Diego, CA: SPIE) pp 157-66
    • (1995) Medical Imaging, Physics of Medical Imaging , pp. 157-166
    • Müller, S.P.1    Kijewski, M.F.2    Kappeler, C.3    Moore, S.C.4
  • 37
    • 0025083990 scopus 로고
    • Maximum-likelihood estimation - A mathematical model for quantitation in nuclear medicine
    • Müller S P, Kijewski M F, Moore S C and Holman B L 1990 Maximum-likelihood estimation - a mathematical model for quantitation in nuclear medicine J. Nucl. Med. 31 1693-701
    • (1990) J. Nucl. Med. , vol.31 , pp. 1693-1701
    • Müller, S.P.1    Kijewski, M.F.2    Moore, S.C.3    Holman, B.L.4
  • 38
    • 0000491053 scopus 로고
    • The efficiency of ML-estimation at low SNR can be inferred from the probability distribution of the estimates
    • Müller S P, Kijewski M F and Moore S C 1995a The efficiency of ML-estimation at low SNR can be inferred from the probability distribution of the estimates J. Nucl. Med. 36 119P
    • (1995) J. Nucl. Med. , vol.36
    • Müller, S.P.1    Kijewski, M.F.2    Moore, S.C.3
  • 40
    • 0023502720 scopus 로고
    • Addition of a channel mechanism to the ideal-observer model
    • Myers K J and Barrett H H 1987 Addition of a channel mechanism to the ideal-observer model J. Opt. Soc. Am. A 4 2447-57
    • (1987) J. Opt. Soc. Am. A , vol.4 , pp. 2447-2457
    • Myers, K.J.1    Barrett, H.H.2
  • 41
    • 0002832231 scopus 로고
    • Some recent approaches to solving large residual nonlinear least squares problems
    • Nazareth L 1980 Some recent approaches to solving large residual nonlinear least squares problems SIAM Rev. 221-11
    • (1980) SIAM Rev. , pp. 221-311
    • Nazareth, L.1
  • 44
    • 0026861784 scopus 로고
    • Effect of random background inhomogeneity on observer detection performance
    • Rolland J P and Barrett H H 1992 Effect of random background inhomogeneity on observer detection performance J. Opt. Soc. Am. A 9 649-58
    • (1992) J. Opt. Soc. Am. A , vol.9 , pp. 649-658
    • Rolland, J.P.1    Barrett, H.H.2
  • 45
    • 0003908115 scopus 로고    scopus 로고
    • Medical Imaging: The Assessment of Image Quality
    • Bethesda, MD: ICRU
    • Sharp P et al 1996 Medical Imaging: The Assessment of Image Quality ICRU Report No 54 (Bethesda, MD: ICRU)
    • (1996) ICRU Report No 54
    • Sharp, P.1
  • 46
    • 0000764161 scopus 로고
    • Hotelling trace criterion as a figure of merit for the optimization of imaging systems
    • Smith W E and Barrett H H 1986 Hotelling trace criterion as a figure of merit for the optimization of imaging systems J. Opt. Soc. Am. A 3 717-25
    • (1986) J. Opt. Soc. Am. A , vol.3 , pp. 717-725
    • Smith, W.E.1    Barrett, H.H.2
  • 48
    • 0021848431 scopus 로고
    • Unified SNR analysis of medical imaging systems
    • Wagner R F and Brown D G 1985 Unified SNR analysis of medical imaging systems Phys. Med. Biol. 30 498-518
    • (1985) Phys. Med. Biol. , vol.30 , pp. 498-518
    • Wagner, R.F.1    Brown, D.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.