Automatic Segmentation of the Knee Bones using 3D Active Shape Models

I
ICPR
2006
18th International Conference on Pattern Recognition (ICPR'06) Volume 1
Abstract - Automatic Segmentation of the Knee Bones using 3D Active Shape Models

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18th International Conference on Pattern Recognition (ICPR'06) Volume 1

Hong Kong

August 20-August 24

ISBN: 0-7695-2521-0

	ASCII Text	x
	Jurgen Fripp, Simon K. Warfield, Stuart Crozier, Sebastien Ourselin, "Automatic Segmentation of the Knee Bones using 3D Active Shape Models," Pattern Recognition, International Conference on, vol. 1, pp. 171-174, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006.

	BibTex	x
	@article{ 10.1109/ICPR.2006.306, author = {Jurgen Fripp and Simon K. Warfield and Stuart Crozier and Sebastien Ourselin}, title = {Automatic Segmentation of the Knee Bones using 3D Active Shape Models}, journal ={Pattern Recognition, International Conference on}, volume = {1}, year = {2006}, issn = {1051-4651}, pages = {171-174}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.306}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Automatic Segmentation of the Knee Bones using 3D Active Shape Models SN - 1051-4651 SP171 EP174 A1 - Jurgen Fripp, A1 - Simon K. Warfield, A1 - Stuart Crozier, A1 - Sebastien Ourselin, PY - 2006 KW - null VL - 1 JA - Pattern Recognition, International Conference on ER -

Jurgen Fripp, CSIRO ICT Centre, Sydney, NSW, Australia

Simon K. Warfield, Brigham and Women?s Hospital, and Children?s Hospital Boston, MA, USA

Stuart Crozier, University of Queensland, Brisbane, Qld, Australia

Sebastien Ourselin, CSIRO ICT Centre, Sydney, NSW, Australia

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.306

This paper presents an automated segmentation approach for MR images of the knee bones. The bones are the first stage of a segmentation system for the knee, primarily aimed at the automated segmentation of the cartilages. The segmentation is performed using 3D active shape models (ASM), which are initialized using an affine registration to an atlas. The 3D ASMs of the bones are created automatically using a point distribution model optimization scheme. The accuracy and robustness of the segmentation approach was experimentally validated using an MR database of fat suppressed spoiled gradient recall images.

Citation:

Jurgen Fripp, Simon K. Warfield, Stuart Crozier, Sebastien Ourselin, "Automatic Segmentation of the Knee Bones using 3D Active Shape Models," icpr, vol. 1, pp.171-174, 18th International Conference on Pattern Recognition (ICPR'06) Volume 1, 2006

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