Abstract
This paper describes a new approach to the localization of 3D anatomical point landmarks in 3D tomographic images on the basis of deformable models. It is demonstrated that compared to a purely differential approach, the localization accuracy is improved and also the number of false detections is reduced.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Literatur
J.-P. Thirion. New Feature Points based on Geometric Invariants for 3D Image Registration. Internat. Journal of Computer Vision, 18(2):121–137, 1996.
K. Rohr. On 3D differential operators for detecting point landmarks. Image and Vision Computing, 15(3):219–233, 1997.
S. Frantz et al. Improving the Detection Performance in Semi-automatic Landmark Extraction. In Proc. MICCAI’99, pp. 253–262. Springer -Verlag, 1999.
T. McInerney and D. Terzopoulos. Deformable Models in Medical Image Analysis: A Survey. Medical Image Analysis, 1(2):91–108, 1996.
J. Sobotta. Atlas der Anatomie des Menschen. Band 1: Kopf, Hals, obere Extremität, Haut. Urban & Schwarzenberg, 19th edition, 1988.
K. Delibasis and P.E. Undrill. Anatomical object recognition using deformable geometric models. Image and Vision Computing, 12(7):423–433, 1994.
M. Worring et al. Parameterized feasible boundaries in gradient vector fields. In Proc. IPMI’93, pp. 48–61. Springer -Verlag, 1993.
L. Floreby et al. Boundary Finding Using Fourier Surfaces of Increasing Order. In Proc. ICPR’98, pp. 465–467. IEEE Computer Society, 1998.
L.M.J. Florack et al. General Intensity Transformations and Differential Invariants. Journal of Mathematical Imaging and Vision, 4(2):171–187, 1994.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2001 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Frantz, S., Rohr, K., Stiehl, H.S. (2001). Using Deformable Models for the Localization of 3D Anatomical Point Landmarks in 3D Tomographic Images. In: Handels, H., Horsch, A., Lehmann, T., Meinzer, HP. (eds) Bildverarbeitung für die Medizin 2001. Informatik aktuell. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-56714-8_35
Download citation
DOI: https://doi.org/10.1007/978-3-642-56714-8_35
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-41690-6
Online ISBN: 978-3-642-56714-8
eBook Packages: Springer Book Archive