Effects of iossy compression on lesion detection: Predictions of the nonprewhitening matched filter

Medical Physics

Volumn 25, Issue 9, 1998, Pages 1621-1624

  Zhao, Binsheng ^a,c   Schwarz, Lawrence H ^b   Kijewski, Peter K ^b  

^a WEILL CORNELL MEDICAL COLLEGE   (United States)

^b MEMORIAL SLOAN KETTERING CANCER CENTER   (United States)

^c WEILL CORNELL MEDICAL CENTER   (United States)

Author keywords

Detection performance; Lossy image compression; Nonprewhitening matched filter; Wavelet transform

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; MATCHED FILTERS; SIGNAL DETECTION; WAVELET TRANSFORMS;

DETECTION PERFORMANCE; LESION DETECTABILITY; LOSSY IMAGE COMPRESSION; OBJECTIVE MEASURE; PERFORMANCE INDICES; RECONSTRUCTED IMAGE; SIGNAL AND NOISE PARAMETERS; SIMULATION TECHNIQUE;

IMAGE COMPRESSION;

ARTICLE; COMPRESSION; IMAGE ANALYSIS; IMAGE QUALITY; IMAGE RECONSTRUCTION; PREDICTION; PRIORITY JOURNAL; SIGNAL DETECTION; SIGNAL NOISE RATIO; BIOPHYSICS; EVALUATION; HUMAN; IMAGE PROCESSING; METHODOLOGY; STATISTICS;

BIOPHYSICS; EVALUATION STUDIES; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; RADIOGRAPHIC IMAGE ENHANCEMENT;

EID: 0031596147     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.598342     Document Type: Article

References (19)

1. D. R. Aberle, F. Gleeson, J. W Sayre, K. Brown, P. Batra, D. A. Young, B K. Stewart, B. K. T. Ho, and H. K. Huang, "The effect of irreversible image compression on diagnostic accuracy in thoracic imaging," Invest. Radiol. 28, 398-403 (1993).
2. M. A. Goldberg, M. Pivovarov, W. W. Mayo-Smith, M. P. Bhalla, J. G. Blickman, R. T. Bramson, G. W. Boland, H J. Llewellyn, and E. Halpern, "Application of wavelet compression to digitized radiographs," AJR, Am. J. Roentgenol. 163, 463-468 (1994).
3. T. H. Karson, S. Chandra, A. J. Morehead, W. J. Stewart, S. E. Nissen, and J. D. Thomas, "JPEG compression of digital echocardiographic images: impact on image quality," J. Am. Soc. Echocardiogr 8, 306-318 (1995).
4. K. R Persons, P. Palisson, A. Manduca, B. J. Erickson, and V. Savcenko, "An analytical look at the effects of compression on medical images," J. Digit. Imaging 10, 60-66 (1997).
5. D. Green and J. Swets, Signal detection theory and psychophysics (Wiley, New York, 1966).
6. C. E. Metz, "ROC methodology in radiologic imaging," Invest. Radiol. 21, 720-733 (1986).
7. H H Barrett, J. Yao, J. P. Rolland, and K. J. Myers, "Model observers for assessment of image quality," Proc. Natl. Acad. Sci. USA 90, 9758-9765 (1993).
8. H. H. Barrett, T. Gooley, K. Girodias, J. Rolland, T. White, and J. Yao, "Linear discriminants and image quality," Image Vis. Comput. 10, 451-460 (1992).
9. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math. XLI, 909-996 (1988).
10. I. Daubechies, "The wavelet transform, time-frequency localization and signal analysis," IEEE Trans. Inf. Theory 36, 961-1005 (1990).
11. I. Daubechies, Ten lectures on wavelets (CBMS-NSF Regional Conference Series in Applied Mathematics, No. 61, SIAM, Philadelphia, PA, 1992).
12. S. G. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. Pattern. Anal. Mach. Intell. 11, 674-693 (1989)
13. O. Rioul and M. Vetterli, "Wavelets and signal processing," IEEE Signal Process. Mag 8, 14-38 (1991)
14. A. Manduca, "Interactive wavelet-based 2-D and 3-D image compression," Proc. SPIE 1897, 307-318 (1993).
15. G. R. Kuduvalli and R. M. Rangayyan, "Performance analysis of reversible image compression techniques for high-resolution digital teleradiology," IEEE Trans. Med. Imaging 11, 430-445 (1992).
16. A. B. Watson, "Efficiency of a model human image code," J Opt. Soc. Am. A 4, 2401-2417 (1987).
17. R Rosenfeld and A. C. Kak, Digital Picture Processing (Academic, New York, 1982), p. 191.
18. K. M. Hanson, "Method of evaluating image-recovery algorithms based on task performance," J Opt. Soc Am. A 7, 1294-1304 (1990).
19. J. A. Hanley and B. J. McNeil, "The meaning and use of the area under a receiver operating characteristic (ROC) curve," Radiology 143, 29-36 (1982).