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Ordering of diagnostic information in encoded medical images : accuracy progression

Wybrane pełne teksty z tego czasopisma
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Warianty tytułu
Konferencja
Fifth Symposjum on Image Processing Technology (TPO 2006) ; (5 ; 21-23.11.2006 ; Serock, Poland)
Języki publikacji
EN
Abstrakty
EN
A concept of diagnostic accuracy progression for embedded coding of medical images was presented. Implementation of JPEG2000 encoder with a modified PCRD optimization algorithm was realized and initially verified as a tool for accurate medical image streaming. Mean square error as a distortion measure was replaced by other numerical measures to revise quality progression according to diagnostic importance of successively encoded image information. A faster increment of image diagnostic importance during reconstruction of initial packets of code stream was reached. Modified Jasper code was initially tested on a set of mammograms containing clusters of microcalcifications and malignant masses, and other radiograms. Teleradiologic applications were considered as the first area of interests.
Twórcy
autor
  • Institute of Radioelectronics, Warsaw University of Technology, 15/19 Nowowiejska Str., 00-665 Warsaw, Poland, arturp@ire.pw.edu.pl
Bibliografia
  • 1. D.S. Taubman, and M.W. Marcellin, JPEG2000. Image Compression Fundamentals, Standards and Practice, Kluwer Academic Publishers, 2002.
  • 2. D.S. Taubman, "High performance scalable image compression with EBCOT", IEEE T. Image Process. 9, 1158-1170 (2000).
  • 3. www.jpeg.org/jpeg2000
  • 4. D.H. Foos, E. Muka, R.M. Slone, B.J. Erickson, M.J. Flynn, D.A. Clunie, L. Hildebrand, K.S. Kohn, and S.S. Young, "JPEG 2000 compression of medical imagery", Proc. SPIE 3980, 85-96 (2000).
  • 5. dicom.nema.org/
  • 6. A. Przelaskowski, "Vector quality measure of lossy compressed medical image", Comput. Biol. Med. 34, 193-207 (2004).
  • 7. Jasper: http://www.ece.uvic.ca/~mdadams/jasper/
  • 8. JJ2000: http://jj2000.epfl.ch/
  • 9. Kakadu: http://www.kakadusoftware.com/
  • 10. M.D. Adams and F. Kossenini, "JasPer: a software-based JPEG-2000 codec implementation", in Proc. IEEE Int. Conf. Image Process. 2, 53-56 (2001).
  • 11. ISO/IEC 15444-5, "Information technology - JPEG 2000 image coding system - Part 5: Reference software", ISO/IEC JTC 1/SC 29/WG1, Dec. 2001.
  • 12. ISO/IEC 15444-1, "Information technology - JPEG 2000 image coding system - Part 1: Core coding system", ISO/IEC JTC 1/SC 29/WG1, Jan. 2001.
  • 13. Z. Liu, L.J. Karam, and A.B. Watson, "JPEG2000 encoding with perceptual distortion control", IEEE T. Image Process. 15, 1763-1778 (2006).
  • 14. http://marathon.csee.usf.edu/Mammography/Database.html
  • 15. PSNR 10 4095 MSE 2 log( ).
  • 16. M. Miyahara, K. Kotani, and V.R. Algazi, "Objective picture quality scale (PQS) for image coding", IEEE T. Commun. 46, 1215-1226 (1998).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWA9-0021-0009
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