Ultrasound in Medicine and Biology
Volume 35, Issue 9 , Pages 1475-1487 , September 2009

Bone Surface Localization in Ultrasound Using Image Phase-Based Features

  • Ilker Hacihaliloglu

      Affiliations

    • Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada
  • ,
  • Rafeef Abugharbieh

      Affiliations

    • Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada
    • Corresponding Author InformationAddress correspondence to: Dr. Rafeef Abugharbieh, Dept. of Electrical and Computer Engineering, 2332 Main Mall, UBC, Vancouver, BC, V6T 1Z4, Canada.
  • ,
  • Antony J. Hodgson

      Affiliations

    • Department of Mechanical Engineering, University of British Columbia, Vancouver, BC, Canada
  • ,
  • Robert N. Rohling

      Affiliations

    • Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, BC, Canada
    • Department of Mechanical Engineering, University of British Columbia, Vancouver, BC, Canada

Received 31 March 2008 ,Revised 1 April 2009 ,Accepted 18 April 2009.

References 

  1. Alfiansyah A, Streichenberger R, Bellemare ME, Coulon O. Automatic segmentation of hip bone surface in ultrasound images using an active contour. CARS. 2006. Canada: Montreal, Quebec; June 2006;
  2. Amin DV, Kanade T, Digioia AM, Jaramaz B. Ultrasound registration of the bone surface for surgical navigation. J Comput Aid Surg. 2003;8(1):1–16
  3. Barratt DC, Penney PG, Chan SK, Slomczykowski M, Carter TJ, Edwards PJ, et al. Self calibrating 3D-ultrasound-based bone registration for minimally invasive orthopaedic surgery. IEEE Trans Med Imaging. 2006;25(3):312–323
  4. Beek M, Abolmaesumi M, Luenam S, Ellis RE, Sellens RW, Pichora DR. Validation of a new surgical procedure for percutaneous scaphoid fixation using intra-operative ultrasound. Med Image Anal. 2008;12(2):152–162
  5. Boukerroui D, Noble JA, Robini M, Brady M. Enhancement of contrast regions in suboptimal ultrasound images with application to echocardiography. Ultrasound Med Biol. 2001;27(12):1583–1594
  6. Boukerroui D, Noble JA, Brady M. On the choice of band-pass quadrature filters. J Math Imag Vis. 2004;21:53–80
  7. Brendel B, Winter S, Rick A, Stockheim M, Ermert H. Registration of 3D CT and ultrasound datasets of the spine using bone structures. J Comput Aid Surg. 2002;7(3):146–155
  8. Cao G, Shi P, Hu B. Ultrasonic liver discrimination using 2D phase congruency. IEEE Trans Biomed Eng. 2006;53(10):2116–2119
  9. Coppola PT, Coppola M. Emergency department evaluation and treatment of pelvic fractures. Emerg Med Clin North Am. 2000;18(1):1–27
  10. Daanen V, Tonetti J, Troccaz J. A fully automated method for the delineation of osseous interface in ultrasound images. Proc MICCAI. Lecture Notes in Computer Science. 2004;3216:549–557
  11. Field D. Relations between the statistics of natural images and the response properties of cortical cells. J Opt Soc Am. 1987;4(12):2379–2394
  12. Grau V, Noble AJ. Adaptive multiscale ultrasound compounding using phase information. Proc MICCAI. Lecture Notes in Computer Science. 2005;3749:589–596
  13. Hacihaliloglu I, Abugharbieh R, Hodgson AJ, Rohling RN. Enhancement of bone surface visualization from 3D ultrasound based on local phase information. Proc IEEE Ultrason Symp. 2006;21–24
  14. Hanel DP, Jones MD, Trumble TE. Wrist fractures. Orthop Clin North Am. 2002;33(1):35–57
  15. He P, Zheng J. Segmentation of tibia bone in ultrasound images using active shape models. Proc IEEE-EMBS. 2001;3:2712–2715
  16. Jain AK, Taylor RH. Understanding bone responses in B-mode ultrasound images and automatic bone surface extraction using a Bayesian probabilistic framework. Proc SPIE Med Imag. 2004;5733:131–142
  17. Kovesi PD. Invariant measures of image features from phase information. Ph.D. thesis Australia: University of Western Australia; 1996;
  18. Kovesi P. Symmetry and Asymmetry from Local Phase. Proc Tenth Australian Joint Conference on Artificial Intelligence. 1997;185–190
  19. Kovesi P. Image features from phase congruency. J Comp Vis Res. 1999;1(3):1–26
  20. Kowal J, Amstutz C, Langlotz F, Talib H, Ballester MG. Automated bone contour detection in ultrasound B-mode images for minimally invasive registration in computer assisted surgery an in vitro evaluation. Int J Med Robot Comput Assist Surg. 2007;3(4):341–348
  21. Kryvanos A. Computer assisted surgery for fracture reduction and deformity correction of the pelvis and long bones. PhD thesis Germany: University of Mannheim; 2002;
  22. McMurtry RY, Jupiter JB, Browner BD. Fractures of the distal radius. Skeletal Trauma: Fractures, Dislocations, Ligamentous Injuries. 1997;1063–1091
  23. Mellor M, Brady M. Phase mutual information as a similarity measure for registration. Med Imag Anal. 2005;9(4):330–343
  24. Morrone MC, Owens RA. Feature detection from local energy. Pattern Recogn Lett. 1987;6(5):303–313
  25. Mulet-Parada M, Noble JA. 2D+T boundary detection in echocardiography. Med Imag Anal. 2000;4(1):21–30
  26. Oppenheim AV, Lim JS. The importance of phase in signals. Proc IEEE. 1981;69(5):529–541
  27. Penney GP, Barratt DC, Chan CSK, Slomczykowski M, Carter TJ, Edwards PJ, et al. Cadaver validation of intensity-based ultrasound to CT registration. Med Imag Anal. 2006;10(3):385–395
  28. Phillips R. The accuracy of surgical navigation for orthopaedic surgery. Curr Orthop. 2007;21(3):180–192
  29. Rohling R, Munger P, Hollerbach J, Peters TM. Comparison of relative accuracy between a mechanical and an optical position tracker for image-guided neurosurgery. J Imag Guided Surg. 1995;1(1):30–34
  30. Sanchez-Ortiz G, Declerck J, Mulet-Parada M, Noble JA. Automatic 3D echocardiographic image analysis. Proc MICCAI 2000. Lecture Notes in Computer Science. 1935;687–696
  31. Tonetti J, Carrat L, Blendea S, Merloz P, Troccaz J, Lavallee S, et al. Clinical results of percutaneous pelvic surgery: Computer assisted surgery using ultrasound compared to standard fluoroscopy. J Comput Aid Surg. 2001;6(4):204–211
  32. Ye X, Noble JA. 3D freehand echocardiography for automatic left ventricle reconstruction and analysis based on multiple acoustic windows. IEEE Trans Med Imag. 2002;21(9):1051–1058

PII: S0301-5629(09)00177-X

doi: 10.1016/j.ultrasmedbio.2009.04.015

Ultrasound in Medicine and Biology
Volume 35, Issue 9 , Pages 1475-1487 , September 2009