Region of interest coding techniques for medical image compression

IEEE Engineering in Medicine and Biology Magazine

Volumn 26, Issue 5, 2007, Pages 29-35

  Doukas, Charalampos ^a   Maglogiannis, Ilias ^b,c  

^a Pass Technologies AG   (Switzerland)

^b IEEE

^c UNIVERSITY OF THE AEGEAN   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSTIC IMAGING; MATHEMATICAL COMPUTING; REVIEW; TELEMEDICINE; VIDEORECORDING; VOLUMETRY;

ALGORITHMS; ANATOMY, REGIONAL; CEREBRAL ANGIOGRAPHY; DATA COMPRESSION; DATA DISPLAY; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; PATTERN RECOGNITION, AUTOMATED; RADIOLOGY INFORMATION SYSTEMS; TELEMEDICINE;

EID: 34748862905     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/EMB.2007.901793     Document Type: Review

References (30)

1. MRI brain image obtained from General Hospital Sotiria, Athens, Greece.
2. C.N. Doukas, I. Maglogiannis, and G. Kormentzas, "Medical image compression using wavelet transform on mobile devices with ROI coding support," in Proc. 27th Ann. Int. Conf. IEEE EMBS, Shanghai, China, pp. 3779-3784, Sept. 2005.
3. C. S. Burrus, R.A. Gopinath, and H. Guo, Introduction to Wavelets and the Wavelet Transform: A Primer. Englewood Cliffs, NJ: Prentice-Hall, 1998.
4. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Applied Math., vol. 41, pp. 909-996, Nov. 1988.
5. C. Liu, T. Xia, and H. Li, "ROI and FOI algorithms for wavelet-based video compression," in Proc. 5th Pacific Rim Conf. Multimedia, Tokyo, p. 241, Nov. 2004.
6. ISO/IEC JTC 1/SC 29/WG 1 (ITU-T SG8), JPEG 2000 Part II Final Committee Draft, Dec. 2000.
7. ISO/IEC JTC 1/SC 29/WG 1 (ITU-T SG8), JPEG 2000 Part I Final Committee Draft Version 1.0, Mar. 2000.
8. A. Bradley and F. Stentiford, "JPEG2000 and region of interest coding," presented at DICTA2002, Melbourne, Australia, Jan. 2002.
9. G. Anastassopoulos and A. Skodras, "JPEG2000 ROI coding in medical imaging applications," presented at 2nd IASTED Int. Conf. Visualization, Imaging and Image Processing (VIIP2002), Malaga, Spain, Sept. 2002.
10. Z. Liu, J. Ha, Z. Xiong, Q. Wu, and K. Castleman, "Lossy-to-lossless ROI coding of chromosome images using modified SPIHT and EBCOT," in Proc. IEEE Int. Symp. Biomedical Imaging, Washington, DC, p. 317. Jul. 2002.
11. A. Said and W.A. Pearlman, "A new, fast and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol. vol. 6, pp. 243-250, Jun. 1996.
12. D. Taubman, "High performance scalable image compression with EBCOT," IEEE Trans. Image Processing, vol. 9, pp. 1158-1170, Jul. 2000.
13. Z. Liu, J. Ha, Z. Xiong, Q. Wu, and K. Castleman, "Cascaded differential and wavelet compression of chromosome images," IEEE Trans. Biomed. Eng., vol. 49, pp. 323-283, Apr. 2002.
14. G. Minami, Z. Xiong, A. Wang, and S. Mehrotra, "3-D wavelet coding of video with arbitrary regions of support," IEEE Trans. Circuits Syst. Video Technol., vol. 11, pp. 1063-1068, Sept. 2001.
15. S. Tasdoken and A. Cuhadar, "ROI coding with integer wavelet transforms and unbalanced spatial orientation trees," presented at 25th Ann. Int. Conf. IEEE EMBS, Mexico, Sept. 2003.
16. S. Dewitte and J. Cornelis, "Lossless integer wavelet transform," IEEE Signal Processing Lett., vol. 4, pp.158-160, Jun. 1997.
17. M. Penedo, W.A. Pearlman, P.G. Tahoces, M. Souto, and J.J. Vidal, "Region-based wavelet coding methods for digital mammography," IEEE Trans. Med. Imag., vol. 22, pp.1288-1296, Oct. 2003.
18. S. Li and W. Li, "Shape-adaptive discrete wavelet transform for arbitrary shaped visual object coding," IEEE Trans. Circuits Syst. Video Technol., vol. 10, pp. 725-743, Aug. 2000.
19. A. Islam and W.A. Pearlman, "An embedded and efficient low-complexity hierarchical image coder," in Proc. SPIE, vol. 3653, p. 294-305, Dec. 1999.
20. R. Dilmaghani, A. Ahmadian, M. Ghavami, M. Oghabian, and H. Aghvami, "Multi rate/resolution control in progressive medical image transmission for the region of interest (ROI) using EZW," presented at the 25th Ann. Int. Conf. IEEE EMBS, Mexico, Sept. 2003.
21. A. Cziho, G. Cazuguel, B. Solaiman, and C. Roux, "Medical image compression using region-of-interest vector quantization," in Proc. 20th Ann. Int. Conf. IEEE EMBS, Hong Kong, p. 1277, 1998.
22. N.M. Nasrabadi and R.A. King, "Image coding using vector quantization: A review," IEEE Trans. Commun., vol. 36, pp. 957-971, Aug. 1988.
23. I. Ueno and W. Pearlman, "Region of interest coding in volumetric images with shape-adaptive wavelet transform," in Proc. SPIE, vol. 5022, pp. 1048-1055, May 2003.
24. S.B. Gokturk, C. Tomasi, B. Girod, and C. Beaulieu, "Medical image compression based on region of interest, with application to colon CT images," in Proc. 23rd Ann. Int. Conf. IEEE EMBS, Istanbul, p. 2453, 2001.
25. Z. Xiong, X. Wu, and D.Y. Yun, "Progressive coding of medical volumetric data using three-dimensional integer wavelet packet transform," in Proc. 2nd IEEE Workshop Multimedia Signal Processing, Redondo Beach, CA, pp. 553-558, Dec. 1998.
26. D. Agrafiotis, D.R. Bull, and N. Canagarajah, "ROI coding of volumetric medical images with application to visualisation," in Proc. 3rd Int. Symp. Image and Signal Processing and Analysis, Rome, p. 217, Sept. 2003.
27. P.H. Ang, P.A. Ruetz, and D. Auld, "Video compression makes big gains," IEEE Spectrum, vol. 28, pp. 16-19, Oct. 1991.
28. G. Bernabe, J. Gonzalez, J.M. Garcia, and J. Duato, "A new lossy 3-D wavelet transform for high-quality compression of medical video," in Proc. IEEE EMBS Int. Conf. Information Technology Applications in Biomedicine, Arlington, VA, p. 226, Sept. 2000.
29. D. Gibson, M. Spann, and S. Woolley, "Comparative study of compression methodologies for digital angiogram video," presented at ISPACS 2000, Honolulu, 2000.
30. D. Gibson, M. Spann, and S.I. Woolley, "A wavelet-based region of interest encoder for the compression of angiogram video sequences," IEEE Trans. Inform. Technol. Biomed., vol. 8, pp. 103-113, Jun. 2004.