Abstract
In the context of computer assist surgical techniques, a new elastic registration method of 3D meshes is presented. In our applications, one mesh is a high density mesh (30000 vertexes), the second is a low density one (1000 vertexes). Registration is based upon the minimisation of a symmetric distance between both meshes, defined on the vertexes, in a multi resolution approach. Results on synthetic images are first presented. Then, thanks to this registration method, a statistical model of the skull is build from Computer Tomography exams collected for twelve patients.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Chabanas, M., Payan, Y., Boutault, F., Marecaux, C.: Models for planning and simulation in computer assisted orthognatic surgery. In: Dohi, T., Kikinis, R. (eds.) MICCAI 2002. LNCS, vol. 2489, pp. 315–322. Springer, Heidelberg (2002)
Marécaux, C., Sidjilani, B.-M., Chabanas, M., Chouly, F., Payan, Y., Boutault, F.: A new 3D cephalometric analysis for planning in computer aided orthognatic surgery. In: First International Symposium on Computer Aided Surgery around the Head, CAS-H, Interlaken, 61 (2003) [Abstract to appear in Journal of Computer Aided Surgery]
Olszewski, R., Nicolas, V., Macq, B., Reychler, H.: ACRO 4D: universal analysis for fourdimensional diagnosis, 3D planning and simulation in orthognatic surgery. In: Lemke, H.U., Vannier, M.W., Inamura, K., Farman, A.G., Doi, K., Reiber, J.H.C. (eds.) CARS 2003, Edimburg, UK, pp. 1235–1240 (2003)
Frost S. R., Marcus L. F., Bookstein F. L., et al. Cranial Allometry, Phylogeography, and Systematics of Large-Bodied Papionins (Primates:Cercopithecinae) Inferred From Geometric Morphometric Analysis of Landmark Data 1048–1072 (2003)
Maintz, J.B.A., Viergever, M.A.: A survey of medical images registration. Medical Image Analysis 2(1), 1–37 (1998)
Hutton, T.J., Buxton, B.F., Hammond, P.: Automated Registration of 3D Faces using Dense Surfaces Models. In: Harvey, R., Bangham, J.A. (eds.) British Machine Vision Conference, Norwich, pp. 439–448 (2003)
Yao, J., Taylor, R.: Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model. In: 9th IEE International Conference on Computer Vision (2003)
Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Training models of shape from sets of examples. In: British Machine Vision Conference (1992)
Bookstein, F.L.: Landmarks methods for forms without landmarks: Morphometrics of group differences in outline shape. Med. Image Anal. 1(3), 225–243 (1997)
Rønsholt Andresen, P., Bookstein, F.L., Conradsen, K., Ersbøll, K., Marsh, J.L., Kreiborg, S.: Surface-Bounded Growth Modeling Applied to Human Mandibles. IEEE Transactions on Medical Imaging 19(11), 1053–1063 (2000)
Kähler, K., Haber, J., Seidel, H.P.: Reanimating the Dead: Reconstruction of Expressive Faces from Skull Data. ACM TOG (SIGGRAPH) 22(3), 554–561 (2003)
Couteau, B., Payan, Y., Lavallée, S.: The Mesh-Matching algorithm: an automatic 3D mesh generator for finite element structures. Journal of biomechanics 33(8), 1005–1009 (2000)
Press, W.H., Flannery, B.P., Teukolsky, S.A., Vetterling, W.T.: Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, Cambridge (1992)
Moshfeghi, M.: Elastic Matching of Multimodality Images. In Graphical models and Processing 53(3), 271–282 (1991)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Berar, M., Desvignes, M., Bailly, G., Payan, Y. (2004). 3D Meshes Registration : Application to Statistical Skull Model. In: Campilho, A., Kamel, M. (eds) Image Analysis and Recognition. ICIAR 2004. Lecture Notes in Computer Science, vol 3212. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30126-4_13
Download citation
DOI: https://doi.org/10.1007/978-3-540-30126-4_13
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23240-7
Online ISBN: 978-3-540-30126-4
eBook Packages: Springer Book Archive