메뉴 건너뛰기




Volumn 34, Issue 8, 2007, Pages 3312-3322

Evaluation of internal noise methods for Hotelling observer models

Author keywords

Image compression; Internal noise; Model observer; Signal detection

Indexed keywords

DECISION MAKING; IMAGE COMPRESSION; IMAGE QUALITY; MEDICAL IMAGING; SIGNAL DETECTION; SPURIOUS SIGNAL NOISE; STATISTICS;

EID: 34547415658     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2756603     Document Type: Article
Times cited : (68)

References (47)
  • 1
    • 0022135615 scopus 로고
    • Effect of noise correlation on detectability of disk signals in medical imaging
    • K. J. Myers, H. H. Barrett, M. C. Borgstrom, D. D. Patton, and G. W. Seeley, " Effect of noise correlation on detectability of disk signals in medical imaging., " J. Opt. Soc. Am. A 2, 1752-1759 (1985).
    • (1985) J. Opt. Soc. Am. a , vol.2 , pp. 1752-1759
    • Myers, K.J.1    Barrett, H.H.2    Borgstrom, M.C.3    Patton, D.D.4    Seeley, G.W.5
  • 2
    • 0026861784 scopus 로고
    • Effect of random background inhomogeneity on observer detection performance
    • J. P. Rolland and H. H. Barrett, " Effect of random background inhomogeneity on observer detection performance., " J. Opt. Soc. Am. A 9, 649-658 (1992).
    • (1992) J. Opt. Soc. Am. a , vol.9 , pp. 649-658
    • Rolland, J.P.1    Barrett, H.H.2
  • 3
    • 0033090038 scopus 로고    scopus 로고
    • Visual signal detection with two-component noise: Low-pass spectrum effects
    • A. E. Burgess, " Visual signal detection with two-component noise: low-pass spectrum effects., " J. Opt. Soc. Am. A 16, 694-704 (1999).
    • (1999) J. Opt. Soc. Am. a , vol.16 , pp. 694-704
    • Burgess, A.E.1
  • 4
    • 0034049161 scopus 로고    scopus 로고
    • Channelized hotelling and human observer correlation for lesion detection in hepatic SPECT imaging
    • H. C. Gifford, M. A. King, D. J. de Vries, and E. J. Soares, " Channelized hotelling and human observer correlation for lesion detection in hepatic SPECT imaging., " J. Nucl. Med. 41, 514-521 (2000).
    • (2000) J. Nucl. Med. , vol.41 , pp. 514-521
    • Gifford, H.C.1    King, M.A.2    De Vries, D.J.3    Soares, E.J.4
  • 6
    • 0034133191 scopus 로고    scopus 로고
    • Visual signal detection in structured backgrounds. IV. Figures of merit for model performance in multiple-alternative forced-choice detection tasks with correlated responses
    • M. P. Eckstein, C. K. Abbey, and F. O. Bochud, " Visual signal detection in structured backgrounds. IV. Figures of merit for model performance in multiple-alternative forced-choice detection tasks with correlated responses., " J. Opt. Soc. Am. A 17, 206-217 (2000).
    • (2000) J. Opt. Soc. Am. a , vol.17 , pp. 206-217
    • Eckstein, M.P.1    Abbey, C.K.2    Bochud, F.O.3
  • 7
    • 0041844093 scopus 로고    scopus 로고
    • Automated computer evaluation and optimization of image compression of x-ray coronary angiograms for signal known exactly detection tasks
    • M. P. Eckstein, J. L. Bartroff, C. K. Abbey, J. S. Whiting, and F. O. Bochud, " Automated computer evaluation and optimization of image compression of x-ray coronary angiograms for signal known exactly detection tasks., " Opt. Express 11, 460-475 (2003).
    • (2003) Opt. Express , vol.11 , pp. 460-475
    • Eckstein, M.P.1    Bartroff, J.L.2    Abbey, C.K.3    Whiting, J.S.4    Bochud, F.O.5
  • 8
    • 0023335011 scopus 로고
    • Hotelling trace criterion and its correlation with human-observer performance
    • R. D. Fiete, H. H. Barrett, W. E. Smith, and K. J. Myers, " Hotelling trace criterion and its correlation with human-observer performance., " J. Opt. Soc. Am. A 4, 945-963 (1987).
    • (1987) J. Opt. Soc. Am. a , vol.4 , pp. 945-963
    • Fiete, R.D.1    Barrett, H.H.2    Smith, W.E.3    Myers, K.J.4
  • 9
    • 0031230648 scopus 로고    scopus 로고
    • Visual signal detectability with two noise components: Anomalous masking effects
    • A. E. Burgess, X. Li, and C. K. Abbey, " Visual signal detectability with two noise components: Anomalous masking effects., " J. Opt. Soc. Am. A 14, 2420-2442 (1997).
    • (1997) J. Opt. Soc. Am. a , vol.14 , pp. 2420-2442
    • Burgess, A.E.1    Li, X.2    Abbey, C.K.3
  • 10
    • 0021848431 scopus 로고
    • Unified SNR analysis of medical imaging-systems
    • R. F. Wagner and D. G. Brown, " Unified SNR analysis of medical imaging-systems., " Phys. Med. Biol. 30, 489-518 (1985).
    • (1985) Phys. Med. Biol. , vol.30 , pp. 489-518
    • Wagner, R.F.1    Brown, D.G.2
  • 11
    • 0000466778 scopus 로고    scopus 로고
    • A practical guide to model observers for visual detection in synthetic and natural noisy images
    • SPIE, Bellingham, WA
    • M. P. Eckstein, C. K. Abbey, and F. O. Bochud, " A practical guide to model observers for visual detection in synthetic and natural noisy images., " in Handbook of Medical Imaging (SPIE, Bellingham, WA, 2000).
    • (2000) Handbook of Medical Imaging
    • Eckstein, M.P.1    Abbey, C.K.2    Bochud, F.O.3
  • 12
    • 0032403053 scopus 로고    scopus 로고
    • Stabilized estimates of Hotelling-Observer detection performance in patient-structured noise
    • H. H. Barrett, C. K. Abbey, B. D. Gallas, and M. P. Eckstein, " Stabilized estimates of Hotelling-Observer detection performance in patient-structured noise., " Proc. SPIE 3340, 27-43 (1998).
    • (1998) Proc. SPIE , vol.3340 , pp. 27-43
    • Barrett, H.H.1    Abbey, C.K.2    Gallas, B.D.3    Eckstein, M.P.4
  • 13
    • 0023502720 scopus 로고
    • Addition of a channel mechanism to the ideal-observer model
    • K. J. Myers and H. H. Barrett, " Addition of a channel mechanism to the ideal-observer model., " J. Opt. Soc. Am. A 4, 2447-2457 (1987).
    • (1987) J. Opt. Soc. Am. a , vol.4 , pp. 2447-2457
    • Myers, K.J.1    Barrett, H.H.2
  • 14
    • 0015113094 scopus 로고
    • Spatial-frequency channels in human vision
    • M. B. Sachs, J. Nachmias, and J. G. Robson, " Spatial-frequency channels in human vision., " J. Opt. Soc. Am. 61, 1176-1186 (1971).
    • (1971) J. Opt. Soc. Am. , vol.61 , pp. 1176-1186
    • Sachs, M.B.1    Nachmias, J.2    Robson, J.G.3
  • 15
    • 0015032618 scopus 로고
    • Detection of grating patterns containing two spatial frequencies- Comparison of single-channel and multiple-channels models
    • N. Graham and J. Nachmias, " Detection of grating patterns containing two spatial frequencies-Comparison of single-channel and multiple-channels models., " Vision Res. 11, 251-259 (1971).
    • (1971) Vision Res. , vol.11 , pp. 251-259
    • Graham, N.1    Nachmias, J.2
  • 16
    • 0035286822 scopus 로고    scopus 로고
    • Human- and model-observer performance in ramp-spectrum noise: Effects of regularization and object variability
    • C. K. Abbey and H. H. Barrett, " Human- and model-observer performance in ramp-spectrum noise: effects of regularization and object variability., " J. Opt. Soc. Am. A 18, 473-488 (2001).
    • (2001) J. Opt. Soc. Am. a , vol.18 , pp. 473-488
    • Abbey, C.K.1    Barrett, H.H.2
  • 17
    • 0023987117 scopus 로고
    • Visual signal-detection. IV. Observer inconsistency
    • A. E. Burgess and B. Colborne, " Visual signal-detection. IV. Observer inconsistency., " J. Opt. Soc. Am. A 5, 617-627 (1988).
    • (1988) J. Opt. Soc. Am. a , vol.5 , pp. 617-627
    • Burgess, A.E.1    Colborne, B.2
  • 18
    • 0031226354 scopus 로고    scopus 로고
    • Visual signal detection in structured backgrounds II Effects of contrast gain control background variations and white noise
    • M. P. Eckstein, A. J. Ahumada, and A. B. Watson, " Visual signal detection in structured backgrounds II Effects of contrast gain control background variations and white noise., " J. Opt. Soc. Am. A 14, 2406-2419 (1997).
    • (1997) J. Opt. Soc. Am. a , vol.14 , pp. 2406-2419
    • Eckstein, M.P.1    Ahumada, A.J.2    Watson, A.B.3
  • 19
    • 0032593418 scopus 로고    scopus 로고
    • The effect of image compression in model and human observers
    • M. P. Eckstein, C. K. Abbey, F. O. Bochud, and J. S. Whiting, " The effect of image compression in model and human observers., " Proc. SPIE 3663, 243-252 (1999).
    • (1999) Proc. SPIE , vol.3663 , pp. 243-252
    • Eckstein, M.P.1    Abbey, C.K.2    Bochud, F.O.3    Whiting, J.S.4
  • 20
    • 0033088211 scopus 로고    scopus 로고
    • Characterizing human perceptual inefficiencies with equivalent internal noise
    • Z. L. Lu and B. A. Dosher, " Characterizing human perceptual inefficiencies with equivalent internal noise., " J. Opt. Soc. Am. A 16, 764-778 (1999).
    • (1999) J. Opt. Soc. Am. a , vol.16 , pp. 764-778
    • Lu, Z.L.1    Dosher, B.A.2
  • 21
    • 0021726368 scopus 로고
    • Importance of internal noise in models of observer performance
    • R. C. Warren, " Importance of internal noise in models of observer performance., " Phys. Med. Biol. 29, 1591-1592 (1984).
    • (1984) Phys. Med. Biol. , vol.29 , pp. 1591-1592
    • Warren, R.C.1
  • 22
    • 0022033689 scopus 로고
    • Importance of internal noise in models of observer performance-Reply
    • L. D. Loo, K. Doi, and C. E. Metz, " Importance of internal noise in models of observer performance-Reply., " Phys. Med. Biol. 30, 267-268 (1985).
    • (1985) Phys. Med. Biol. , vol.30 , pp. 267-268
    • Loo, L.D.1    Doi, K.2    Metz, C.E.3
  • 23
    • 0001098005 scopus 로고
    • Retinal noise and absolute threshold
    • H. B. Barlow, " Retinal noise and absolute threshold., " J. Opt. Soc. Am. 46, 634-639 (1956).
    • (1956) J. Opt. Soc. Am. , vol.46 , pp. 634-639
    • Barlow, H.B.1
  • 24
    • 0000594435 scopus 로고
    • Effect of luminance noise on contrast thresholds
    • N. S. Nagaraja, " Effect of luminance noise on contrast thresholds., " J. Opt. Soc. Am. 54, 950-955 (1964).
    • (1964) J. Opt. Soc. Am. , vol.54 , pp. 950-955
    • Nagaraja, N.S.1
  • 25
    • 0022120676 scopus 로고
    • Uncertainty explains many aspects of visual contrast detection and discrimination
    • D. G. Pelli, " Uncertainty explains many aspects of visual contrast detection and discrimination., " J. Opt. Soc. Am. A 2, 1508-1532 (1985).
    • (1985) J. Opt. Soc. Am. a , vol.2 , pp. 1508-1532
    • Pelli, D.G.1
  • 26
    • 0019870643 scopus 로고
    • Efficiency of human visual signal discrimination
    • A. E. Burgess, R. F. Wagner, R. J. Jennings, and H. B. Barlow, " Efficiency of human visual signal discrimination., " Science 214, 93-94 (1981).
    • (1981) Science , vol.214 , pp. 93-94
    • Burgess, A.E.1    Wagner, R.F.2    Jennings, R.J.3    Barlow, H.B.4
  • 27
    • 0025765296 scopus 로고
    • Object spatial frequencies, retinal spatial frequencies, noise, and the efficiency ofletter discrimination
    • D. H. Parish and G. Sperling, " Object spatial frequencies, retinal spatial frequencies, noise, and the efficiency ofletter discrimination., " Vision Res. 31, 1399-1415 (1991).
    • (1991) Vision Res. , vol.31 , pp. 1399-1415
    • Parish, D.H.1    Sperling, G.2
  • 28
    • 1942519429 scopus 로고    scopus 로고
    • Automated optimization of JPEG 2000 encoder options based on model observer performance for detecting variable signals in x-ray coronary angiograms
    • Y. Zhang, B. T. Pham, and M. P. Eckstein, " Automated optimization of JPEG 2000 encoder options based on model observer performance for detecting variable signals in x-ray coronary angiograms., " IEEE Trans. Med. Imaging 23, 459-474 (2004).
    • (2004) IEEE Trans. Med. Imaging , vol.23 , pp. 459-474
    • Zhang, Y.1    Pham, B.T.2    Eckstein, M.P.3
  • 29
    • 14844348888 scopus 로고    scopus 로고
    • Task-based model/human observer evaluation of SPIHT wavelet compression with human visual system-based quantization
    • Y. Zhang, B. T. Pham, and M. P. Eckstein, " Task-based model/human observer evaluation of SPIHT wavelet compression with human visual system-based quantization., " Acad. Radiol. 12, 324-336 (2005).
    • (2005) Acad. Radiol. , vol.12 , pp. 324-336
    • Zhang, Y.1    Pham, B.T.2    Eckstein, M.P.3
  • 30
    • 32644457817 scopus 로고    scopus 로고
    • One-shot estimte of MRMC variance: AUC
    • B. D. Gallas, " One-shot estimte of MRMC variance: AUC., " Acad. Radiol. 13, 353-362 (2006).
    • (2006) Acad. Radiol. , vol.13 , pp. 353-362
    • Gallas, B.D.1
  • 31
    • 31644433936 scopus 로고    scopus 로고
    • Analysis of observer performance in known-location tasks for tomographic image reconstruction
    • A. Yendiki, and J. A. Fessler, " Analysis of observer performance in known-location tasks for tomographic image reconstruction., " IEEE Trans. Med. Imaging 25, 28-41 (2006).
    • (2006) IEEE Trans. Med. Imaging , vol.25 , pp. 28-41
    • Yendiki, A.1    Fessler, J.A.2
  • 32
    • 0032079875 scopus 로고    scopus 로고
    • External noise distinguishes attention mechanisms
    • Z. L. Lu, and B. A. Dosher, " External noise distinguishes attention mechanisms., " Vision Res. 38, 1183-1198 (1998).
    • (1998) Vision Res. , vol.38 , pp. 1183-1198
    • Lu, Z.L.1    Dosher, B.A.2
  • 33
    • 3342890631 scopus 로고    scopus 로고
    • Channelized hotelling and human observer study of optimal smoothing in SPECT MAP reconstruction
    • J. Oldan, S. Kulkarni, Y. Xing, P. Khurd, and G. Gindi, " Channelized hotelling and human observer study of optimal smoothing in SPECT MAP reconstruction., " IEEE Trans. Nucl. Sci. 51, 733-741 (2004).
    • (2004) IEEE Trans. Nucl. Sci. , vol.51 , pp. 733-741
    • Oldan, J.1    Kulkarni, S.2    Xing, Y.3    Khurd, P.4    Gindi, G.5
  • 35
    • 0021336242 scopus 로고
    • Digital image-processing-Effect on detectability of simulated low-contrast radiographic patterns
    • M. Ishida, K. Doi, L. N. Loo, C. E. Metz, and J. L. Lehr, " Digital image-processing-Effect on detectability of simulated low-contrast radiographic patterns., " Radiology 150, 569-575 (1984).
    • (1984) Radiology , vol.150 , pp. 569-575
    • Ishida, M.1    Doi, K.2    Loo, L.N.3    Metz, C.E.4    Lehr, J.L.5
  • 36
    • 0019797435 scopus 로고
    • Two procedures for estimating internal noise
    • M. F. Spiegel and D. M Green, " Two procedures for estimating internal noise., " J. Acoust. Soc. Am. 70, 69-73 (1981).
    • (1981) J. Acoust. Soc. Am. , vol.70 , pp. 69-73
    • Spiegel, M.F.1    Green D, M.2
  • 38
    • 1942516648 scopus 로고    scopus 로고
    • Evaluation of JPEG 2000 encoder options: Human and model observer detection of variable signals in x-ray coronary angiograms
    • Y. Zhang, B. T. Pham, and M. P. Eckstein, " Evaluation of JPEG 2000 encoder options: Human and model observer detection of variable signals in x-ray coronary angiograms., " IEEE Trans. Med. Imaging 23, 613-632 (2004).
    • (2004) IEEE Trans. Med. Imaging , vol.23 , pp. 613-632
    • Zhang, Y.1    Pham, B.T.2    Eckstein, M.P.3
  • 40
    • 0029257694 scopus 로고
    • Lesion detection in structured noise
    • M. P. Eckstein and J. S. Whiting, " Lesion detection in structured noise., " Acad. Radiol. 2, 249-253 (1995).
    • (1995) Acad. Radiol. , vol.2 , pp. 249-253
    • Eckstein, M.P.1    Whiting, J.S.2
  • 41
    • 0027003953 scopus 로고
    • Predicting human performance by a channelized Hotelling observer model
    • J. Yao and H. H. Barrett, " Predicting human performance by a channelized Hotelling observer model., " Proc. SPIE 1768, 161-168 1992.
    • (1992) Proc. SPIE , vol.1768 , pp. 161-168
    • Yao, J.1    Barrett, H.H.2
  • 42
    • 0034132171 scopus 로고    scopus 로고
    • Visual signal detection in structured backgrounds. III. Calculation of figures of merit for model observers in statistically nonstationary backgrounds
    • F. O. Bochud, C. K. Abbey, and M. P. Eckstein, " Visual signal detection in structured backgrounds. III. Calculation of figures of merit for model observers in statistically nonstationary backgrounds., " J. Opt. Soc. Am. A 17, 193-205 (2000).
    • (2000) J. Opt. Soc. Am. a , vol.17 , pp. 193-205
    • Bochud, F.O.1    Abbey, C.K.2    Eckstein, M.P.3
  • 44
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial-frequency, and orientation optimized by two-dimensional visual cortical filters
    • J. G. Daugman, " Uncertainty relation for resolution in space, spatial-frequency, and orientation optimized by two-dimensional visual cortical filters., " J. Opt. Soc. Am. A 2, 1160-1169 (1985).
    • (1985) J. Opt. Soc. Am. a , vol.2 , pp. 1160-1169
    • Daugman, J.G.1
  • 45
    • 0023583669 scopus 로고
    • An evaluation of the two-dimensional Gabor filter model of simple receptive-fields in cat striate cortex
    • J. P. Jones and L. A. Palmer, " An evaluation of the two-dimensional Gabor filter model of simple receptive-fields in cat striate cortex., " J. Neurophysiol. 58, 1233-1258 (1987).
    • (1987) J. Neurophysiol. , vol.58 , pp. 1233-1258
    • Jones, J.P.1    Palmer, L.A.2
  • 47
    • 12144281720 scopus 로고    scopus 로고
    • The effect of nonlinear human visual system components on linear model observers
    • Y. Zhang, B. T. Pham, and M. P. Eckstein, " The effect of nonlinear human visual system components on linear model observers., " Proc. SPIE 5753, 31-41 (2004).
    • (2004) Proc. SPIE , vol.5753 , pp. 31-41
    • Zhang, Y.1    Pham, B.T.2    Eckstein, M.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.