Skip to main content

Region-growing based feature extraction algorithm for tree-like objects

  • Conference paper
  • First Online:
Visualization in Biomedical Computing (VBC 1996)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1131))

Included in the following conference series:

Abstract

To overcome limitations of the conventional ‘toward-axis’ voxel-removal way of thinning operations, a new ‘along-axis’ style of algorithm was developed for topological information acquisition of tree-like objects like vascular shapes based on region-growing technique. The theory of mathematical morphology is extended for closed space inside binary shapes, and the ‘closed space dilation’ operation is introduced as generalized form of region growing. Using synthetic and clinical 3D images, its superior features, such as parametric controllability were shown.

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Robb R. A., Three-dimensional biomedical imaging-principles and practice-, VCH Publishers, Inc. (1995)

    Google Scholar 

  2. Höhne K. H., et al. A new representation of knowledge concerning human anatomy and function, Nature medicine, vol. 1, 6, (1995) 506–511

    Article  Google Scholar 

  3. Székely G., et al. Structural description and combined 3-D display for superior analysis of cerebral vascularity from MRA. Proc. of visualization in biomedical computing, (1994) 272–281

    Google Scholar 

  4. Masutani Y., et al., Development of interactive vessel modelling system for hepatic vasculature from MR images, Medical & biological engineering and computing 33 (1995) 97–101

    Google Scholar 

  5. Tsao Y. F., et al., A parallel thinning algorithm for 3-D pictures, Computer graphics and image processing 17, (1981) 315–331

    Article  Google Scholar 

  6. Ma C. M. On topology Preservation in 3D Thinning, CVGIP: Image understanding, vol. 59, 3, (1994) 328–339

    Article  Google Scholar 

  7. Masutani Y, et al., Quantitative vascular shape analysis for 3D MR-Angiography using mathematical morphology, Proc. of CVRMed'95, (1995) 449–454

    Google Scholar 

  8. Morse B. S., et al. Multiscale medial analysis of medical images, proc. of IPMI '93, (1993) 112–131

    Google Scholar 

  9. Serra J., Introduction to mathematical morphology, Computer vision, graphics and image processing 35, (1986) 283–305

    MATH  Google Scholar 

  10. Vandermeulen D., et al. Local filtering and global optimisation methods for 3D Magnetic Resonance Angiography (MRA) image enhancement. Proc. of visualization in biomedical computing, (1992) 274–288

    Google Scholar 

  11. Foley J. D., et al. J. Computer Graphics: Principles and practice. 2nd Ed. Addison_wesley Publishers CP., Reading MA, (1990)

    Google Scholar 

  12. Maragos P., Pattern spectrum and multiscale shape representation, IEEE Trans. on pattern analysis and machine intelligence vol. 11, 7 (1989) 701–716

    Article  MATH  Google Scholar 

  13. Kass M., et al., SNAKES: Active contour models, Int. J. comput. vision 1, (1987) 321–331

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Karl Heinz Höhne Ron Kikinis

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Masutani, Y., Masamune, K., Dohi, T. (1996). Region-growing based feature extraction algorithm for tree-like objects. In: Höhne, K.H., Kikinis, R. (eds) Visualization in Biomedical Computing. VBC 1996. Lecture Notes in Computer Science, vol 1131. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0046951

Download citation

  • DOI: https://doi.org/10.1007/BFb0046951

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61649-8

  • Online ISBN: 978-3-540-70739-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics