Cluster analysis in application to quantitative inspection of 3D vascular tree images

Advances in Intelligent and Soft Computing

Volumn 57, Issue , 2009, Pages 87-94

  Klepaczko, Artur ^a   Kocinski, Marek ^a   Materka, Andrzej ^a  

^a LODZ UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ANALYSIS; IMAGE TEXTURE; TEXTURES;

3D VASCULAR TREE; CLUSTERING STABILITY; NOISY IMAGE; OPTIMIZATION CRITERIA; TEXTURE DESCRIPTION; TEXTURE PARAMETERS; VASCULAR TREES;

IMAGE ANALYSIS;

EID: 80855156395     PISSN: 18675662     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-93905-4_11     Document Type: Article

References (17)

1. Struyf, A., Hubert, M., Rousseeuw, P.J.: Computational Statistics & Data Analysis 26, 17-37 (1997)
2. Keener, J., Sneyd, J.: Mathematical Physiology. Springer, Berlin (1998)
3. Bezy-Wendling, J., Kretowski, M., Rolland, Y.: Biology and Med. 33, 77-89 (2003)
4. Karch, R., Neumann, F., Neumann, M., Szawlowski, P.: Annals Biomedical Engineering 31, 548-563 (2003)
5. Kretowski, M., Rolland, Y., Bezy-Wendling, J., Coatrieux, J.-L.: Comput. Methods Programs Biomed. 70, 129-136 (2003)
6. Tofts, P.: Quantitative MRI of the Brain: measuring changed caused by desease. John Wiley & Sons, Chichester (2003)
7. Lange, T., Braun, M.L., Roth, V., Buhmann, J.: Neural Computation 16, 1299-1323 (2004)
8. Oh, I.S., Lee, J.S., Moon, B.R.: IEEE Trans. PAMI 26(11), 1424-1437 (2004)
9. von Luxburg, U., Ben-David, S.: Towards a statistical theory for clustering. In: PASCAL Workshop on Statistics and Optimization of Clustering (2005)
10. Dickie, R.: Microvascular Research, 20-26 (2006)
11. Materka, A.: What is the texture? In: Hajek, M., Dezortova, M., Materka, A., Lerski, R. (eds.) Texture Analysis for Magnetic Resonance Imaging, pp. 11-43. Med4 Publishing, Prague (2006)
12. Kocinski, M., Materka, A., Lundervold, A.: On The Effect of Vascular Tree Parameters on 3D Texture of Its Image. In: Proc. ISMRM-ESMRMB Conference, Berlin (2007)
13. Kocinski, M., Materka, A., Lundervold, A., Chekenya, M.: Classification of Vascular Tree Images on Numerical Descriptors in 3D. In: Tkacz, E., Komorowski, D., Kostka, P., Budzianowski, Z. (eds.) Proc. 9th International Conference SYMBIOSIS 2008, Kamien Slaski (2008)
14. Szczypinski, P., Strzelecki, M., Materka, A., Klepaczko, A.: Comput. Methods Programs Biomed. (2008), doi:10.1016/j.cmpb.2008.08.005
15. Klepaczko, A., Materka, A.: Clustering stability-based feature selection for unsupervised texture classification. Machine Graphics & Vision (in press, 2009)
16. http://www.keyres-technologies.com (2009) (visited: January 2009)
17. http://www.maths.bris.ac.uk/~wavethresh/LS2W (2009) (visited: January 2009)