3D Surface Reconstruction and Registration for Image Guided Medialization Laryngoplasty

  • Conference paper
Advances in Visual Computing (ISVC 2006)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 4291))

Included in the following conference series:

Abstract

The purpose of our project is to develop an image guided system for the medialization laryngoplasty. One of the fundamental challenges in our system is to accurately register the preoperative 3D CT data to the intraoperative 3D surfaces of the patient. In this paper, we will present a combined surface and fiducial based registration method to register the preoperative 3D CT data to the intraoperative surface of larynx. To accurately model the exposed surface area, an active illumination based stereo vision technique is used for the surface reconstruction. To register the point clouds from the intraoperative stage to the preoperative 3D CT data, a shape priori based ICP method is proposed to quickly register the two surfaces. The proposed approach is capable of tracking the fiducial markers and reconstructing the surface of larynx with no damage to the anatomical structure. Although, the proposed method is specifically designed for the image guided laryngoplasty, it can be applied to other image guided surgical areas. We used off-the-shelf digital cameras, LCD projector and rapid 3D prototyper to develop our experimental system. The final RMS error in the registration is less than 1mm.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Anderson, T.D., Spiegel, J.R., Sataloff, R.T.: Thyroplasty revisions: frequency and predictive factors. Journal of Voice 17(3), 442–448 (2003)

    Article  Google Scholar 

  2. Kelly, P.J.: Computer-assisted stereotaxis: new approaches for the management of intracranial intra-axial tumors. Neurology 36(4), 535–541 (1986)

    Google Scholar 

  3. Gall, K.P., Verhey, L.J.: Wagner M: Computer-assisted positioning of radiotherapy patients using implanted radioopaque fiducials. Medical physics 20(4), 1153–1159 (1993)

    Article  Google Scholar 

  4. Maurer Jr., C.R., Fitzpatrick, J.M., Wang, M.Y., Galloway Jr., R.L., Maciunas, R.J., Allen, G.S.: Registration of head volume images using implantable fiducial markers. IEEE Trans. Med. Imaging 16(4), 447–462 (1997)

    Article  Google Scholar 

  5. Darabi, K., Grunert, P., Perneczky, A.: Accuracy of intraoperative navigation using skin markers. In: CARS 1997, pp. 920–924. Springer, Berlin (1997)

    Google Scholar 

  6. Miga, M.I., Sinha, T.K., Cash, D.M., Galloway, R.L., Weil, R.J.: Cortical Surface Registration for Image-Guided Neurosurgery Using Laser-Range Scanning IEEE Transaction of Medical Imaging  22(8), 973–985 (2003)

    Google Scholar 

  7. Wells, W.M., Viola, P., Atsumi, H., Nakajima, S., Kikinis, R.: Multi-modal volume registration by maximization of mutual information. Medical Image Analysis 1(1), 35–51 (1996)

    Article  Google Scholar 

  8. Livyatan, H., Yaniv, Z., Joskowicz, L.: Gradient-Based 2D/3D Rigid Registration of Fluoroscopic X-ray to CT. IEEE Trans. Med. Imaging 22(11), 1395–1406 (2003)

    Article  Google Scholar 

  9. Boyer, K.L., Kak, A.C.: Color-encoded structured light for rapid active ranging. IEEE Trans. Pattern Anal. Mach. Intell. 9(1), 14–28 (1987)

    Article  Google Scholar 

  10. Salvi, J., Batlle, J., Mouaddib, E.: A robust-coded pattern projection for dynamic 3D scene measurement. Pattern Recogn. Lett. 19(11), 1055–1065 (1998)

    Article  Google Scholar 

  11. Davies, C.J., Nixon, M.S.: A hough transform for detecting the location and orientation of 3-dimensional surfaces via color encoded spots: IEEE Trans. Systems, Man and Cybernetics.  28(1), 90–95 (1998)

    Google Scholar 

  12. Posdamer, J.L., Altschuler, M.D.: Surface measurement by space-encoded projected beam systems. Computer Graphics and Image Processing 18(1), 1–17 (1982)

    Article  Google Scholar 

  13. Inokuchi, S., Sato, K., Matsuda, F.: Range imaging system for 3-D object recognition. In: Proc. of the International Conference on Pattern Recognition, pp. 806–808 (1984)

    Google Scholar 

  14. Gühring, J.: Dense 3-d surface acquisition by structured light using off-the-shelf components. In: SPIE Photonics West Videometrics, vol. 4309, pp. 220–231 (2001)

    Google Scholar 

  15. Besl, P.J., Mckay, N.D.: A method for registration of 3d shapes. IEEE Trans. Pattern Anal. Mach. Intell. 14(2), 239–256 (1992)

    Article  Google Scholar 

  16. Chen, Y., Medioni, G.: Object modelling by registration of multiple range images. Image Vision Comput. 10(3), 145–155 (1992)

    Article  Google Scholar 

  17. Horn, B.K.P.: Closed-form solution of absolute orientation using unit quaternions. Journal of the Optical Society of America 4(4), 629–642 (1987)

    Article  MathSciNet  Google Scholar 

  18. Greenspan, M., Yurick, M.: Approximate k-d tree search for efficient ICP. In: Proc. 3D Digital Imaging and Modeling, pp. 442–448 (2003)

    Google Scholar 

  19. Rusinkiewicz, S., Levoy, M.: Efficient Variants of the ICP Algorithm. In: 3rd Int. Conf. on 3D Digital Imaging and Modeling (2001)

    Google Scholar 

  20. Lorensen, W.E., Cline, H.E.: Marching cubes: a high resolution 3D surface construction algorithm. Proc. SIGGRAPH 1987 21(4), 163–170 (1987)

    Article  Google Scholar 

  21. Zhang, Z.: Flexible camera calibration by viewing a plane from unknown orientations. In: 7th IEEE Int. Conf. on Computer Vision, pp. 666–673 (1999)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

**, G., Lee, SJ., Hahn, J.K., Bielamowicz, S., Mittal, R., Walsh, R. (2006). 3D Surface Reconstruction and Registration for Image Guided Medialization Laryngoplasty. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2006. Lecture Notes in Computer Science, vol 4291. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11919476_76

Download citation

  • DOI: https://doi.org/10.1007/11919476_76

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-48628-2

  • Online ISBN: 978-3-540-48631-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Navigation