Closed-form Quality Measures for Compressed Medical Images: Statistical Preliminaries for Transform Coding

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 1, Issue , 2003, Pages 837-840

  Li, Dunling ^a   Loew, Murray ^a  

^a George Washington University   (United States)

Author keywords

Compression induced noise; JPEG; Model observers; Transform coding

Indexed keywords

IMAGE CODING; IMAGE COMPRESSION; IMAGE QUALITY; KNOWLEDGE ENGINEERING; MATRIX ALGEBRA; PROBABILITY DENSITY FUNCTION; SPURIOUS SIGNAL NOISE; STATISTICAL METHODS;

COMPRESSION-INDUCED NOISE; JPEG; MODEL OBSERVERS; TRANSFORM CODING;

MEDICAL IMAGING;

EID: 1542272409     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. H. Barrett, J. Yao, J. Rolland, and K. Myers, "Model observers for assessment of image quality", Proc. Natl. Acad. Sci. USA Vol. 90, pp. 9758-9765, Nov. 1993
2. M. Eckstein, C. Abbey, and F. Bochud, "Chapter 10: a practical guide to model observers for visual detection in synthetic and natural noisy images", in J. Beutel, H. Kundel and R. Metter ed., Handbook of Medical Imaging, Vol. 1, pp 593-628, SPIE Press, Bellingham, Wash., 2000.
3. A. Burgess, X. Li and C. Abbey, "Visual signal detectability with two noise components: anomalous masking effects, " J. Opt. Soc Am. A, Vol. 14, No. 9, pp2420-2442, Sept. 1997.
4. C. Abbey and H. Barrett, "Human- and model observer performance in ramp-spectrum noise: effects of regularization and object variability," J. Opt. Soc. Am. A, Vol., 18, No.3, pp473-488, Mar. 2001.
5. M. Eckstein, C. Abbey, F. Bochud, J, Bartroff and J. Whiting, "The effect of image compression in model and human performance", SPIE Conference On Image Perception And Performance, SPIE Vol.3663, pp284-295, Feb. 1999.
6. C. Abbey, M. Eckstein and J. Bartroff, "Observer Performance for JPEG vs. Wavelet image compression of x-ray coronary angiograms", Optics Express, 1999.
7. B. Schmanske and M. Loew, "Bit-plane- channelized Hotelling Observer for Assessing Lossy-compressed images", Medical Imaging 2003, Image Perception, San Diego, CA, edited by E, Krupinski, SPIE Vol. 3663 in press.
8. D. Li and M. Loew, "Compression Noise Model and Assessment of Reconstructed Image Quality", Biomedical Engineering Tech. Report No. 03-01, GWU, Dept. of ECE, March 20003.
9. rd Edition, McGraw-Jill, Inc., 1991.
10. G. Wallace, "The JPEG still picture compression standard," Communications of the ACM. 34(4), 30-44 (1991)